ST Segment Tracking for Rapid Determination of Patency of the Infarct-Related Artery in Acute Myocardial Infarction

Size: px
Start display at page:

Download "ST Segment Tracking for Rapid Determination of Patency of the Infarct-Related Artery in Acute Myocardial Infarction"

Transcription

1 JACC Vol. 26, No ST Segment Trackng for Rapd Determnaton of Patency of the nfarct-related Artery n Acute Myocardal nfarcton ALAND R. FERNANDEZ, MD, RAFAEL F. SEQUERA, MD, FRCP, FACC, SMON CHAKKO, MD, FACC, LUS F. CORREA, MD, EDUARDO J. DE MARCHENA, MD, FACC, ROBERT A. CHAHNE, MD, FACC, DENSE A. FRANCEOUR, RN, ROBERT J. MYERBURG, MD, FACC Mam, Florda Objectves. Ths study was desgned to test the hypothess that montorng the ST segment on a sngle electrocardographc (ECG) lead reflectng actvty n the nfarct zone provdes senstve and specfc recognton of reperfuson wthn 60 ran of ntaton of therapy n acute myocardal nfarcton. Background. nfarct-related arteres that fal to recanalze early may beneft from mmedate rescue angoplasty. Hence, detecton of reperfuson has mportant practcal clncal mplcatons. Methods. Of 41 patents wth acute myocardal nfarcton who had ambulatory ECG (Holter) montors placed, 38 had adequate ST segment montorng for 3 h; 35 of the 38 were treated wth thrombolytc agents and 3 wth prmary angoplasty. All patents underwent early coronary angography and were classfed nto two groups: Group P (22 patents) had angographc patency (Thrombolyss n Myocardal nfarcton [TM] grade 2 or 3 flow), and Group O (16 patents) had persstent occluson (TM grade 0 or 1 flow) of the nfarct-related vessel at 60 mn from ntaton of therapy. The ntal ST segment level was defned as the frst ST segment level recorded; thepeak ST segment level was defned as the hghest ST segment level measured durng the 1st 60 mn. To assess the optmal ST segment recovery crtera for reperfuson, the presence or absence of a >75%, >50% and >25% decrement from ntal and peak ST segment levels, sampled and analyzed at 2.5-, 5-, 10-, 15- and 20-mn ntervals, was correlated wth patency of the nfarctrelated artery at 60 ran. Results. ST segment recovery of >50% reducton from peak ST segment levels wth samplng rates at < 10-mn ntervals provded the optmal crteron for recognzng coronary artery patency at 60 mn (senstvty 96%, 95% confdence nterval [C] 77% to 99%; specfcty 94%, 95% C 69% to 99%, p < ). The subgroup of 13 patents n Group P wth TM grade 3 reperfuson flow all met ths crteron (senstvty 100%, 95% C 75% to 100%). The use of the ntal ST segment level as the baselne for determnng the presence of a >50% reducton n ST segment levels wthn 60 mn was less senstve. Predcton of coronary reperfuson wthn 60 ran of therapy on the bass of a >75% decrement from peak ST segment levels was less senstve, and the use of a >25% decrement was less specfc. Conclusons. ST segment montorng of a sngle lead reflectng the nfarct zone provdes a relable method for assessng reperfuson wthn 60 ran of acute myocardal nfarcton. Optmal crtera for ECG reperfuson nclude a >50% decrease from peak ST segment levels, wth ST segment measurements recorded contnuously or at least every 10 mn. (J Am CoU Cardol 1995;26:675-83) The prompt restoraton of coronary artery patency n acute myocardal nfarcton has been lnked to a marked mprovement n survval (1-4). However, n 15% to 25% of patents treated wth thrombolytc agents, the nfarct-related artery fals to recanalze, and further nterventons such as mmedate rescue angoplasty may be of beneft (5-7). Unfortunately, the methods avalable for rapd and accurate detecton of faled thrombolyss are lmted. Assessment of clncal varables can be used but s mperfect. Early coronary angography s accurate but costly, s unavalable n many hosptals and may lead to From the Dvson of Cardology, Department of Medcne, Unversty of Mam School of Medcne, Mam, Florda. Manuscrpt receved July 14, 1994; revsed manuscrpt receved March 13, 1995, accepted Aprl 7, Address for correspondence: Dr. Rafael F. Sequera, Unversty of Mam School of Medcne, Jackson Memoral Hosptal, Cardovascular Laboratory., 161l NW 12th Avenue, Mam, Florda complcatons. n addton, t does not provde contnuous assessment of the dynamc changes n perfuson that occur after thrombolyss (8). Hence, there s a need for smple, nonnvasve markers that promptly dentfy faled reperfuson and contnuously montor the patency of the nfarct-related vessel. The role of the electrocardogram (ECG) n the recognton of successful thrombolyss n acute myocardal nfarcton s controversal. Prevous studes (9-21) have reported conflctng data on the value of ST segment montorng n predctng coronary artery patency. Possble explanatons for these dvergng results nclude the use of the ntal ST segment level as the baselne for measurng changes reflectng reperfuson, a lack of unform ECG crtera of reperfuson, varable samplng rates for ST segment level measurements and lack of angographc correlaton at the tme of ECG analyss. The am of the present study was to defne the optmal methodology, verfed by coronary angography, for the accurate dentfcaton of (~)1995 by the Amercan College of Cardology (/ /95/$ (95)0(120S-L

2 676 FERNANDEZ ET AL. JACC Vol. 26, No. 3 ST SEGMENT MONTORNG N ACUTE MYOCARDAl_ NFAR('TON reperfuson wthn 60 mn of ntaton of treatment n acute myocardal nfarcton. The study was desgned to test the hypothess that contnuous ST segment montorng of a sngle selected lead and a specfc ECG crteron for reperfuson-- namely, a ->50% reducton from the peak ST segment level-- provdes a senstve and specfc marker of the tme of reperfuson. The ratonale for trackng ST segment devatons from the peak ST segment level s based on the observaton that ST segment fluctuatons are unstable durng the evoluton of acute myocardal nfarcton and, therefore, the ntal ST level s an unrelable baselne (8). The feasblty of the study derved from our partcpaton n the Thrombolyss n Myocardal nfarcton (TM)-4 thrombolytc tral (22), whch provded the justfcaton for acute angographc assessment of the perfuson status of the nfarct-related artery. The data demonstrate the valdty of the method tested, as well as some lmtatons, based on the ECG response to schema and reperfuson. Methods Patent selecton. Forty-one consecutve patents admtted to the Unversty of Mam/Jackson Memoral Hosptal were prospectvely enrolled n a study of contnuous ST segment montorng durng treatment of acute myocardal nfarcton. Thrty-eght patents were enrolled n the TM-4 thrombolytc tral (22) and 3 patents were treated wth prmary angoplasty because of contrandcatons to thrombolytc therapy. Patents were ncluded f they had symptoms of myocardal schema lastng ->30 ran and -<6 h, and ST segment elevaton ->1 mm n at least two contguous EGG leads. Excluson crtera ncluded age >79 years and the presence of left bundle branch block on the admsson ECG. The study was approved by the nsttutonal Revew Board of the Unversty of Mam School of Medcne and all patents gave wrtten nformed consent. Thrombolytc protocol. Patents elgble for thrombolytc therapy were randomzed n the TM-4 protocol to one of the followng regmens: 1) accelerated alteplase (Actvase), n a bolus dose of 15 mg followed by 0.75 mg/kg body weght over a 30-ran perod, not to exceed 50 rag, and 0.5 mg/kg, up to 35 rag, over the next 60 ran; 2) anstreplase (Emnase), 30 U over 2 to 5 ran; or 3) the combnaton of Emnase, 20 U bolus over 2 to 5 mn, and Actvase, 15 mg bolus followed by 0.75 mg/kg up to 50 mg over 3( ran. All patents were gven oral asprn, 325 rag, and ntravenous heparn. ntravenous metoprolol (15 mg dvded over three doses) was admnstered unless ts use was contrandcated. nvasve protocol. All patents underwent early cardac catheterzaton. The tme of ntaton of therapy was defned as the tme of admnstraton of thrombolytc therapy or 60 ran before balloon nflaton n those undergong prmary angoplasty. All tmes were measured from the tme of ntaton of therapy. Coronary,' angography was performed wthn 60 ran n all patents, and seral angograms of the nfarct-related vessel were obtaned at 15-ran ntervals thereafter to a maxmum of 120 ran. The TM crtera (23) were used for gradng the perfuson of the nfarct-related artery. Patency was defned as TM grade 2 or 3 flow. nfarct-related arteres wth TM grade 0 or 1 flow were consdered occluded. nfarct-related vessels wth angographc occluson >90 mn from the onset of thrombolytc therapy were consdered for rescue angoplasty. Patents wth contrandcatons to thrombolytc therapy underwent prmary, angoplasty mmedately after coronary angography. Coronary angograms were revewed at separate research stes (Beth srael Hosptal, Boston, Massachusetts and Unversty of Mam, Mam, Florda) by ndependent observers who had no knowledge of the ECG data, to control for nterobserver varablty n the assessment of nfarct-vessel perfuson. Duraton of chest pan. All patents were asked at 10- to 15-ran ntervals, by a research nurse who had no knowledge of the ECG data, to report the presence or absence of chest pan. The tme from ntaton of therapy to resoluton of chest pan was correlated wth the angographc patency of the nfarctrelated vessel at 60 ran. ST segment montorng. Ambulatory ECG (Holter) montors wth three channels were placed on all patents wthn _+ 10 mn of ntaton of therapy, and contnuous ST segment montorng was performed. The bpolar leads were postoned to montor the anteror, nferor or lateral wall accordng to the nfarct ste as determned from the 12-lead ECG, and the lead exhbtng the maxmal ST segment elevaton was chosen for ST segment measurements. All recordngs were calbrated and analyzed on a dgtzed, computer system (Zymed 1610). The frequency response of the recordng system for ST segment measurements met the recommendatons of the Amercan Heart Assocaton (24). The soelectrc pont was set as the precedng PR segment. Computer-derved and manuallyverfed ST segment measurements were obtaned 80 ms after the J pont every 2.5 ran for 3 h and the mean ST segment level of fve complexes was recorded. Ventrcular ectopc beats were excluded from analyss. The ntal ST segment level was defned as the frst ST segment level (ram) recorded; the peak ST segment level was defned as the hghest ST segment clevaton (mm) measured n the 1st 60 ran. To assess the optmal crtera for dagnosng reperfuson, a ->75%, ->50% and ->25% decrement from ntal and peak ST segment levels wthn 60 ran of ntaton of therapy, ST recovery was correlated wth patency of the nfarct-related artery at 60 ran. The tme to ST recovery was defned as the tme at whch the percent ST change crteron was met wth the qualfcaton that the ST segment levels dd not ncrease by >10% n the ensung l0 ran. ST level samplng rates (2.5-, 5-, 10-, 15- and 20-ran ntervals) were analyzed to determne the mnmal frequency of ST segment samplng requred for prompt recognton of coronary reperfuson. Statstcal analyss. Data are expressed as mean value _+ SD. Statstcal analyss was performed wth commercally avalable software (Graphpad-nstat). Dfferences between groups were examned by Student unpared t test. The 95% confdence ntervals (C) for proportons were calculated by standard methods. nter- and ntraobserver varabltes were analyzed by pared Student t test. The Fsher exact test was used to test

3 JACC Vol. 26, No. 3 FERNANDEZ ET AL. 677 ST SEGMENT MONTORNG N ACUTE MYOCARDAL NFARCTON Table 1. Baselne Clncal Features of Patents Wth Patent (Group P) and Occluded (Group O) nfarct-related Arteres at 60 Mnutes From ntaton of Therapy Group P Group O p (n 22) (n 16) Value* Age (yr) _ Prevous M 14% 19% Anteror M 50% 62% Sngle-vessel dsease 64% 38% *p < 0.05 consdered sgnfcant. Data are expressed as mean value _+ SD or percent of group. M = myocardal nfarcton. the correlaton between ST segment change and coronary artery patency; p values (two-taled) -<0.05 were consdered sgnfcant. Results Clncal data. Forty-one consecutve patents wth acute myocardal nfarcton were evaluated. Adequate ECG analyss was acheved n 38 patents (93%); 3 patents were excluded because of techncal falure of the recorder, ncorrect placement of leads or frequent ventrcular ectopc mpulses. Tmes to ST recovery were measured n all patents by two ndependent revewers; there were no sgnfcant nter- or ntraobserver dfferences. All patents underwent cardac catheterzaton mmedately after ntaton of therapy; angography of the nfarct-related vessel was acheved at -<40 ran n 13 patents, at 45 to 55 mn n 7 and at 60 ran n 18. The nfarct-related artery was the left anteror descendng coronary artery n 21 patents (55%), the rght coronary artery n 12 (32%) and the left crcumflex coronary artery n 5 (13%). Patents were classfed nto two groups: Group P conssted of 22 patents wth anglo- graphc patency of the nfarct-related artery at 60 ran; 13 of these had TM 3 grade flow and 9 had TM 2 grade flow. Group O ncluded 16 patents wth an occluded artery (TM grade 0 or 1 flow) at 60 mn. Baselne characterstcs were comparable n the two groups (Table 1). There were no sgnfcant nter- or ntraobserver dfferences n the assessment of angographc patency. Resoluton of chest pan. The duraton of chest pan before the ntaton of therapy (Table 2) was smlar n both groups (144 +_ 71 ran n Group P, 168 +_ 85 ran n Group O, p = 0.544). Overall, the tme from ntaton of therapy to resoluton of symptoms was shorter n Group P ( ran) than n Group O ( ran, p = ). Predcton of angographc patency (TM grade 2 or 3 flow) of the nfarct-related vessel, based on the presence or absence of chest pan at 60 ran (Table 3), had only lmted power (senstvty 77% [95% C 54% to 92%], specfcty 60% [95% C 38% to 83%], p = 0.038). ST segment data. No sgnfcant dfferences were found between Groups P and O n mean ntal and mean peak ST segment levels (Table 2). The mean peak ST segment level for all patents studed was sgnfcantly hgher (5.4 _+ 2.5 ram) than the mean ntal ST level (3.7 _+ 1.8 ram, p ). Among 16 patents (42%) who had ntal ST segment levels -<3 mm (mean 2, ram), all had further ncrements n ST segment levels durng the 1st 60 ran (mean peak ST = 3.6 _+ 1.3 ram, p = ). Mean ST segment levels at 60 ran were sgnfcantly lower n Group P (1.4 _+ 1.6 ram) than n Group O (4.0 _+ 2.1 ram, p = ). Moreover, wthn Group P there was a hghly sgnfcant dfference between those wth TM grade 3 versus TM grade 2 flow (0.96 _ mm vs. 3.1 _+ 2.1 ram, p = ). The mean ST segment at 60 ran n patents wth TM grade 2 flow was not sgnfcantly dfferent Table 2. Salent Features of Patents Wth Patent (Group P) and Occluded (Group O) nfarct-related Arteres at 60 Mnutes From ntaton of Therapy Group P TM1 2 or 3 TM 3 TM 2 p (n = 22) (n 13) (n - 9) Group O Value* ST segment levels (mm) ntal 3.2 _ , Peak 5.5 _ _ _ At 60 mn _+ 0, _+ 2.1? At 180 mn 0.98 _+ 1.1 (.98_+ 1, _ Tme (mn) From symptom onset to start of therapy l _ From start of therapy To resoluton of symptoms 44 _ To peak ST segment levels _ _ To ->50% decrease from ntal ST segment levels _ t 143 _+ 39 < To ->50% decrease from peak ST segment levels 40 _ _ 15t 127 _+ 47 < From peak ST segment level to ts 50% level 21 _ _ 15t < Rate of declne from peak ST segment level to ts _ 0.14t t < % level (ram/ran) *p value comparng Groups P and O. [p < 0.05 comparng patents wth Thrombolyss n Myocardal nfarcton (TM) flow grades 2 and 3 at 60 ran from ntaton of therapy n Group P. Data are expressed as mean value + SD. ntal ST segment level - level of the frst ST segment recorded; Peak ST segment level - the hghest ST segment level measured n the 1st 60 mn.

4 678 FERNANDEZ ET AL. JACC Vol. 26, No. 3 ST SEGMENT MONTORNG N ACUTE MYOCARDAL NFARCTON Table 3. Correlaton Between Electrocardographc Markers of Reperfuson and Angographc Patency (Group P) and Occluson (Group O) of the nfarct-related Artery at 60 Mnutes From ntaton of Therapy Group P Predctve Value "M 2 or 3 TM 3 Group O Senstvty Specfcty Postve Negatve p (n 22) (n- 13) (n- 16) (%) (%) (%) (%) Value Resoluton of chest pan TM 2 or (54-92) 60 (38-83) 74 (51-89) 66 (38-88) TM (54-98) 60 (32-83) 65 (38-85) 82 (48-97) From ntal ST segment level ->50% decrease n ST segment level TM 2 or (40-82) 100 (79-100) 100 (76-100) 67 (44-84) TM (63-99) 100 (79-100) 100 (73-100) 94 (71-99) < From peak ST segment level TM 2 or (77-99) 94 (69-99) 96 (77-99) 94 (69-99) < TM (75-100) 94(69-99) 93 (66-99) 100 (78-100) < >-75% decrease n ST segment level From ntal ST segment level (20-63) 100 (79-100) 100 (66-100) 55 (35-73) From peak ST segment level (32-75) 100 (79-100) 100 (73-100) 61 (40-79) >-25% decrease n ST segment level From ntal ST segment level (65 97) 62 (35-84) 76 (54-90) 77 (46-94) From peak ST segment level (84-100) 44 (19-70) 71 (51-85) 100 (59-100) For selected markers, data for patents who acheved TM1 grade 2 or 3 flow and TM grade 3 flow are compared wth data n Group O. The 95% confdence ntervals are n parentheses. Unless otherwse ndcated, data are expressed as number of patents. Abbrevatons as n Table 2. from that n patents wth TM grade 0 or 1 flow, p = Tmes from ntaton of therapy to peak ST segment elevaton were not sgnfcantly dfferent between Groups P and O (21 _+ 14 vs ran, p = 0.132). ST segment recovery measured from ntal and peak ST segment levels. Predcton of coronary artery patency wthn 60 mn of ntaton of therapy, based on the presence of ST recovery, vared wth the ST level measured (ntal vs. peak), frequency of ST segment samplng and the grade of TM reperfuson (Fg. 1 to 5). The tme requred to reach ST segment recovery crtera for reperfuson n patents wth angographcally documented coronary artery patency at 60 ran (Group P) dffered between measurements obtaned from the ntal versus the peak ST segment level (Fg. A). A 50% decrease n ST segment levels occurred an average of 25 mn earler when measured from the peak ST segment level (mean 40 _+ 20 mn) than when measured from the ntal ST level (mean 65 +_ 39 mn, p = 0.02) (Table 2), largely because of the rapd declne from the peak ST segment elevaton. The rapd fall from peak ST segment elevaton n patents n Group P (tme from peak ST to 50% decrease from the peak 21 _+ 16 ran) permtted accurate detecton of coronary reperfuson wthn 60 mn of ntaton of therapy (Fg. 5). Twentyone of the 22 patents n Group P (Fg. 2) acheved a >-50% declne n peak ST segment levels by 60 ran (96% senstvty [95% C 77% to 99%]). n contrast, only 14 of the 22 patents n ths group developed a >-50% decrement from the ntal ST segment level wthn 60 mn of the start of therapy (senstvty 64% [95% C 40% to 82%]) (Table 3). The recognton of persstent occluson of the nfarct-related artery at 60 mn (Group O) (Fg. 1B) was hghly specfc based on the absence of a >-50% reducton n ether the ntal or the peak ST level at 60 mn (specfcty 94% to 100%) (Table 2). Grade of TM reperfuson and rate of ST segment decrease. Comparson of varous ndexes of ST segment resoluton n those wth TM grade 3 versus TM grade 2 flow showed marked dfferences (Table 2). The tme elapsed from peak ST to a 50% decrement of ths level was much brefer n those wth TM grade 3 flow at 60 ran (mean tme 13 z 7.7 mn) than n those wth TM grade 2 flow (mean tme 35 _+ 15 ran, p = 0.001). Furthermore, the rate of ST segment declne from peak ST to ts 50% level was sgnfcantly steeper for those wth TM grade 3 than for those wth TM grade 2 reperfuson ( ram/ran vs _ 0.06 mm/mn, respectvely, p ). Ths brsk declne n ST segment elevaton n patents wth TM grade 3 reperfuson (Fg. 3) allowed accurate recognton of nfarct-related vessel patency at 60 mn n ths group when a >-50% reducton from ether peak ST segment levels (senstvty 100%) or ntal ST levels (senstvty 92%) was used. Percent decrease n ST segment levels. Defnng ST recovery as a >-50% reducton n peak ST segment levels led to optmal senstvty and specfcty of the test (Table 3). n contrast, predcton of patency of the nfarct-related artery at 60 ran based on a >-75 % reducton n peak ST levels wthn 60 ran of ntaton of therapy was less senstve (54% [95% C 32% to 75%]); ST segment analyss based on a ->25% reducton of peak ST levels wthn 60 ran had a lower specfcty of 44%. Frequency of ST segment montorng. The frequency of ST level samplng was an mportant determnant of the predctve power of ST segment montorng for determnng patency of the nfarct-related artery (Fg. 4). However, ST segment montorng relably predcted nfarct vessel occluson at 60 mn, regardless of the frequency of ST segment level measurements (specfcty 87% to 100%).

5 JACC Vol. 26, No. 3 FERNANDEZ ET AL. 679 ST SEGMENT MONTORNG N ACUTE MYOCARDAL NFARCTON from ntal ST level +100% +50%, Fgure 1. Mean percent ST devaton wth 95% confdence ntervals (vertcal bars) from ntal and peak ST segment levels versus tme from ntaton of therapy. A, Patents wth angographc coronary artery patency at 60 ran (Group P). B, Patents wth angographc coronary artery occluson at 60 mn (Group O). n patents n Group P a 50% reducton n ST segment levels occurs 25 mn earler when values are measured from peak rather than ntal ST segment levels. Ambulatory electrocardographc (Holter) montors were placed wthn 210 mn of ntaton of therapy; therefore, ST devaton at 0 mn s not precsely zero n all cases. % O, $ T -50% d e -100%, Y from peak ST level o o n -50% A -100% +100% *50%. % 0. S T -5C% d e -100*~ v o a t O n -50% Tme from ntaton of therapy (mn) from ntal ST level from peak ST level [ ' B -100% Tme from ntaton of therapy (ran) Evaluaton of ST recovery at 60 versus 90 mn. Among the 38 patents, 16 (Group O) had angographc occluson of the nfarct-related artery at 60 ran; excludng 1 patent who underwent prmary angoplasty, only 4 others (27%) had reperfuson wthout mechancal nterventon between 60 and 90 mn. Thus, 73% of ths group had faled reperfuson by 120 p P l P pp ll #, P P pp Fgure 2. Plot of tme (n mnutes) to reach a ->50% reducton from peak ST segment levels (Tme to ST g- Recovery) versus tme (n mnutes) to the frst ango-._~ gram that showed patency of the nfarct-related vessel - ~n (Ango Reperfuson Tme). NR = fve patents who dd not have reperfuson demonstrated by electrocardog- " raphy wthn 180 mn of ntaton of therapy; p =._o o successful rescue angoplasty; pp = prmary angoplasty. r- = Groups as defned n Fgure 1. < 60 PP.~- *P PP p pp Y( Group P Group O NR Tme to ST Recovery

6 680 FERNANDEZ ET A.. JACC Vol. 26, No. 3 ST SEGMENT MONTORN(; N A.CUTE MYOCARDAL NFARCTON % S T d -50% a t o n 0-100% from peak 8T level TM 3 TM Tme from ntaton of therapy (mn) Fgure 3. Mean percent ST segment devaton from peak ST segment levels (hghest ST segment level measurement n the 1st 60 ran of therapy) versus tme from ntaton of therapy for patents wth Thrombolyss n Myocardal nfarcton (TM) grade 3, 2 or 0 to perfuson at 60 ran. Note that patents wth TM grade 3 perfus(m acheve a 50% decrement n peak ST segment levels a mean of 25 ran earler than patents wth TM group 2 perfuson. 90 ran. Comparson of ST recove~ crtera for angographc reperfuson among all patents at 60 and 90 mn showed mportant dfferences. f the dagnoss s made at 90 ran usng 50% declne from peak ST, the senstvty would be lowered to 85% (95% C 65% to 95%). Coronary patency was eventually acheved n all patents by ether spontaneous reperfuson or coronary angoplasty (Fg. 2). Fgure 6 llustrates the potental beneft of ST montorng for the detecton not only of reperfuson, but also of rcoccluson after thrombolyss, whch n some cases may be slent (25). Dscusson Although t s generally beleved that ST segment montorng may be a vald method to detect coronary reperfuson n acute myocardal nfarcton, varous nvestgators (9-21) have reported nconsstent results. The present study provdes explanatons for these conflctng results and descrbes a method that provdes optmal dagnostc accuracy. ST segment montorng does not appear to correlate wth late arteral patency. However, we report that early ST montorng does appear to correlate very well wth early patency. Furthermore, the evaluaton of ST segment montorng appears to be enhanced by quanttatve computer-asssted measurement. Prevous studes (9,10) that tmed reperfuson n relaton to vsual qualtatve "mprovement" n ST segment levels may have led some to conclude that ECG dagnoss of reperfuson was not accurate. Angographc assessment of coronary patency must be documented early durng thrombolytc therapy, because late angograms, performed hours after thrombolyss, wll not relably reflect the dynamcs of coronary flow at the tme of ST segment analyss (20-22,25-27). Among the recent studes of ST segment montorng desgned to correlate quanttatve ST segment data wth early coronary angography (15-19,26), there were major dfferences n the ECG crtera of reperfuson and the reported accuracy of the test. Furthermore, the ECG recognton of reperfuson 2 to 3 h after ntaton of therapy, as proposed n these studes, delays the performance of further nterventons, whch may lmt ther mpact on nfarct sze. Our data demonstrate the feasblty of ECG recognton of corona n' reperfuson wthn 60 ran of ntaton of therapy and, hence, valdate the role of ST segment montorng n the early management of acute myocardal nfarcton. Resoluton of symptoms. Prevous studes (9,10,26) have concluded that the relef of schemc symptoms after thrombolytc therapy s an unrelable predctor of coronary artery Senstvty o ] O ~. SO 4O 3O 20, 10 0, Specfcty lo Fgure 4. Senstvty and specfcty of ST recovery, defned as the presence of a ->50% reducton n ether ntal or peak ST segment levels, for recognzng coronary artery patency wthn 60 mn of ntaton of therapy. Results of analyzng the electrocardographc data at varous ST segment samplng ntervals are shown. Sold bars = from ntal ST segment level (the frst ST segment level recorded); open bars = from peak ST segment level (the hghest ST segment level measurement durng the frst 60 ran). ST segment samplng nterval (mn)

7 JACC Vol. 26, No. 3 FERNANDEZ ET AL. 681 ST SEGMENT MONTORNG N ACUTE MYOCARDAL NFARCTON 8T segment level (ram) 12. Fgure 5. Plots of ST segment levels versus tme from therapy n two selected patents wth patency of the nfarct-related vessel at 60 mn (Group P). Note that a 50% decrease n ST segment levels wthn 60 ran occurred only when measurements were made from the peak ST segment level (hghest ST segment level measurement wthn the 1st 60 ran) Tme from thrombolyte therapy (ran) 180 patency. The clncal value of resoluton of chest pan as a marker of reperfuson s lmted by ts subjectve assessment n patents often treated wth sedatves and narcotc drugs. n addton, as cardac myonecross progresses, symptoms wll abate regardless of the patency of the nfarct-related vessel. Our data concur wth results of prevous studes: The accurate recognton of coronary reperfuson at 60 ran based on the presence or absence of chest pan had only modest sgnfcance for symptoms. Baselne ST segment level. Prevous nvestgators (9-21) have used the ntal ST segment level as the baselne for ECG analyss. The recent recognton (26,28) of broad shfts n ST segment levels suggests that the magntude of the ntal ST level wll vary dependng on the tmng of ts measurement, and hence does not provde a stable fducal pont for ST segment analyss. The mechansm of the dynamc ST segment shfts durng acute myocardal nfarcton has not been elucdated, but Hackett et al. (8) mpled a correlaton wth a changng coronary vasomotor tone. Other postulates nclude the presence of njury currents that vary wth tme and amount of myonecross, and fluctuatons n blood supply to the nfarct zone. The present study reveals sgnfcant dfferences n the predctve power of ST segment montorng dependng on whether ntal or peak ST segment levels are used as the baselne, largely as a result of these ST segment shfts. The rate of declne of ST segment levels among patents wth coronary patency at 60 ran was faster and a >-50% reducton was reached a mean of 25 mn earler when values were measured from the peak rather than the ntal ST level. The rapd reducton n peak ST segment levels n these patents explans the hgh senstvty (96%) of the method tested n predctng coronary reperfuson wthn 60 mn of ntaton 10 ST segment level (ram) A P TCA t Fgure 6. Plots of ST segment levels versus tme from ntaton of therapy n two selected patents wth angographc reoccluson. Patent A showed wde ST segment shfts n the 1st 40 mn, angographc and electrocardographc reperfuson at 90 mn and reoccluson at 120 mn that requred coronary angoplasty (PTCA). Patent B had successful thrombolyss wthn 60 mn of t o.. ntaton of therapy; at 16 h, schema recurred and coronary angoplasty was performed. ~ ~ ~ ~PTC~ + 6- O" hr 18hr Tme from thrombolytc therapy (mn)

8 682 FERNANDEZ ET AL. JACC Vol, 26, No. 3 ST SEGMENT MONTORNG N ACUTE MYOCARDAl. NFARCTON of therapy. The longer tme requred to reach a ->50% decrement from ntal ST segment levels led to consderable delays n the recognton of patency of the nfarct-related artery at 60 mn. Resoluton of ST segment elevaton. Prevous studes have used several dfferent crtera for ECG evdence of reperfuson. Rchardson et al. (27) defned a >-2-ram decrease or normalzaton of ST segment levels as evdence for reperfuson and reported a senstvty of 26% and specfcty of 67%. Other nvestgators (16-20) have doubted the sgnfcance of absolute changes n ST segment levels and have examned nstead fractonal changes. Most reports (16,18,19,26) have suggested that a 50% decrease n ST segment levels s a smple and optmal crteron for dagnosng reperfuson, and have correlated lower fractonal ST changes wth poor specfcty. Analyss of our data usng the crteron of a >-25% decrease n ether ntal or peak ST segment level yelded a specfcty of only 44%, and the crteron of a >75c~ decrease led to a low senstvty (41% to 54%). Krucoff et al. (15) consdered the achevement of ST steady state wthn 100 mn of thrombolytc therapy as a crteron for reperfuson and reported hgh predctve values. However, the detecton of ST steady state n ther study requred contnuous montorng for >30 ran after the resoluton of ST elevaton and may have resulted n unwarranted delays n the dagnoss of faled reperfuson. n the present study, ST segment montorng was hghly accurate n predctng the perfuson status of the nfarct-related artery.' at 60 ran, based on the presence or absence of a ->50% decrement from peak ST segment levels wthn 60 ran of ntaton of therapy. Tmng of ECG analyss. Recent nvestgators (15-18) have delayed the ECG dagnoss of reperfuson to 2 to 3 h from the admnstraton of thrombolytc therapy. n our opnon, an earler dagnoss of faled reperfuson s essental for ths test to have a clncal mpact on the treatment of acute myocardal nfarcton. Hohnloser et al. (19) reported ECG data at 90 ran but revealed dsappontng results (60% senstvty). The present study s the frst to report accurate assessment of coronary artery patency (TM grade 2 or 3 flow) wthn 60 ran of ntaton of treatment n acute myocardal nfarcton. n patents wth TM grade 3 flow at 60 ran, the declne from peak ST segment elevaton was faster, and the ECG crteron of reperfuson was met wthn 3( + 15 mn of ntaton of therapy. The present study also demonstrates a lower senstvty for detectng reperfuson n patents wth later reperfuson (.e., >60 mn). n these patents, the slower declne of the ST segment could reflect ether reperfuson wth vablty, and hence mprovement of njury current, or persstent occluson wth completon of the myocardal nfarcton process. Others (16,27) have also found a decreased senstvty and specfcty when the perod of ST montorng for the detecton of repotfuson was extended over hours. Hence, assessng reperfuson by ST segment montorng >60 ran after thrombolytc therapy may be less accurate and may result n unnecessary delays to further nterventon. Frequency of ST segment montorng. Earler studes (12-14,17,18) on ST segment montorng n acute myocardal nfarcton compared statc ECGs obtaned at fxed tme ntervals. Wth the frequent shfts n ST segment levels, t became clear that frequent montorng s essental to adequately record the dynamc nature of ST segment trends. Our data renforce ths concept and show sgnfcant reductons n the senstvty of the test as the frequency of ST montorng decreases. ST segment samplng ntervals of -<10 mn led to an accurate correlaton between coronary artery patency and the presence of a 50% decrement n peak ST segment levels at 60 ran. n contrast, decreasng the frequency of ST segment montorng to 15 to 20 ran resulted n a lower senstvty of the test and n mssng of the actual peak ST segment level--and therefore n an attenuaton n ts observed heght and full extent of ts rate of declne--thus delayng the tme to reach the 50% crteron and the dagnoss of reperfuson. Lmtatons of the study. Some mportant lmtatons of our study mert emphass. The patent group studed s relatvely small. Nevertheless, sgnfcant dfferences were seen n the ST varables of reperfuson between those wth and wthout angographc reperfuson, and clear separaton was also shown between those wth TM grade 2 and grade 3 flow. Karagouns et al. (29) have suggested that TM grade 3 perfuson alone may best measure the reperfuson success of thrombolytc therapy, whereas TM grade 2 perfuson s generally nsuffcent to optmze myocardal salvage. The prmary drawback of ST segment trackng as a nonnvasve marker of reperfuson s the need for computer-derved ST segment montorng at the bedsde. Our data were obtaned from Holter recordngs that were analyzed at a later tme; nonetheless, the practcal aspects of ths method of montorng coronary, perfuson may be enhanced by the recent avalablty of real-tme, computerzed ST segment recorders (30,31) that allow ST montorng at the bedsde. Determnng the tme of ECG reperfuson on the bass of a >-50% reducton n ST segment levels can be dtfcult because of wde fluctuatons n ST segment levels around the 50% cutoff end pont. We found that sgnfcant ST segment shfts before the tme of reperfuson usually remaned above the 50% level; seven patents dd exhbt transent reductons n ST segment levels below the 50% level, but these lasted for -<10 ran. n our experence, the achevement of a 50% reducton n ST segment levels that lasted for > 10 mn correlated wth a contnung declne n ST levels toward steady state. Prevous nvestgators (12,13,18), ctng potental lmtatons of the ECG n patents wth low ST voltages, summated the ST segment levels n all affected leads. We have shown that the use of a selected sngle nfarct-related lead s an adequate montor of reperfuson. Although 42% of our patents had -<3-ram ntal ST segment elevaton n a sngle lead, the ST levels subsequently ncreased n all and reperfuson was accurately predcted. n the present study, no comparson was made between sngle-lead and 12-lead ST segment montorng for the purpose of determnng patency of the nfarct-related artery. A recent publcaton (31) reported that contnuous 12-lead montorng

9 JACC Vol. 26, No. 3 FERNANDEZ ET AL. 683 ST SEGMENT MONTORNG N ACUTE MYOCARDAL NFARCTON n ths settng was a useful marker of faled reperfuson. However, 12-lead montorng s less practcal for clncal use. Our method of sngle-lead montorng s both smple and effectve and resulted n mpressve senstvty and specfcty. Fnally, the value of ST segment montorng as a marker of reperfuson may be lmted by the presence of bundle branch block, recurrent ventrcular arrhythma and old transmural nfarcton. Conclusons. Our data suggest that ST segment montorng of a sngle selected lead s useful n the management of acute myocardal nfarcton. The presence or absence of a ---50% decrease n peak ST segment levels wthn 60 mn of the treatment of acute myocardal nfarcton shows promse as a nonnvasve marker of the perfuson status of the nfarctrelated artery. To acheve optmal dagnostc accuracy, ST segment levels should be measured contnuously or at least every 10 mn. We thank the Angographc Core laboratory at Beth srael Hosptal, Boston, Massachusetts for readng the coronary angograms. We apprecate the contrbutons of nurses and techncans n the cardac catheterzaton laboratores, coronary care unts and heart staton of Jackson Memoral Hosptal, Mam, Florda. References 1. SS-2 (Second nternatonal Study of nfarct Survval) Collaboratve Group. Randomzed tral of ntravenous strcptoknase, oral asprn, both or nether among 17,187 cases of suspected acute myocardal nfarcton. Lancet 1988; 2: AMS Tral Study Group. Effect of ntravenous APSAC on mortalty after acute myocardal nfarcton: prelmnary report of a placebo-controlled clncal tral. Lancet 1988;1: Wlcox RG, Von der Lppe G, Olson CG, Jenscn G, Skene AM, Hamptom JR. Tral of tssue plasmnogen actvator for mortalty reducton n acute myocardal nfarcton: the Anglo-Scandnavan Study of Early Thrombolyss (ASSET). Lancet 1988;2: Braunwald E. Myocardal reperfuson, lmtaton of nfarct sze, reducton of left ventrcular dysfuncton and mproved survval. Should the paradgm be expanded? Crculaton 1989;79: Abbonsmth CW, Topo E J, George BS, et al. Fate of patents wth acute myocardal nfarcton wth patency of the nfarct-related vessel acheved wth successful thrombolyss versus rescue angoplasty. J Am Col Cardol 1990; 16: Ells SG, da Slva ER, Hendrck G. Randomzed comparson of rescue angoplasty wth conservatve management of patents wth early falure of thrombolyss for acute myocardal nfarcton. Crculaton 1994;90: Calff RM, Topo E J, Stock RS, et al. Evaluaton of thrombolytc therapy and tmng of cardac catheterzaton n acute myocardal nfarcton. Results of Thrombolyss and Angoplasty n Myocardal nfarcton--phase 5 randomzed tral. Crculaton 1991;83: Hackett D, Daves G, Chcrcha S, Maser A. ntermttent coronary occluson n acute myocardal nfarcton: value of combned thrombolytc and vasodlator therapy. N Engl J Med 1987;317: Krcher BJ, Topol E J, O'Nell WW, Ptt B. Predcton of nfarct coronary artery recanalzaton after ntravenous thrombolytc therapy. Am J Cardol 1987;59: Calff RM, O'Nell W, Stack R, et al and the TAM Study Group. Falure of smple clncal measurements to predct perfuson status after ntravenous thrombolyss. Ann ntern Med 1988;108: Bren GB, Wasserman AG, Ross AM. The electrocardogram n patents undergong thrombolyss for myocardal nfarcton. Crculaton 1987;76: Blanke H, Scherff F, Karsch K, Levne R, Smth H, Rentrop P. Electrocardographc changes after streptoknase-nduced recanalzaton n patents wth acute left anteror descendng artery obstructon. Crculaton 1983;68: Anderson JL, Marschall HW, Bray BE, et al. A randomzed tral of streptoknase n the treatment of acute myocardal nfarcton. N Engl J Med 1983;308: Tmms GC, Ganadharan V, Huaser AM, Ramos RG, Westveer DC, Gordon S. ntracoronary streptoknase n clncal practce. Am Heart J 1982;104: Krucoff MW, Green CE, Satler LF, et al. Non-nvasve detecton of coronary artery patency usng contnuous ST segment montorng. Am J Cardol 1986;57: Hogg K], Hornung RS, Howe CA, Hockngs N, Dunn FG, Hlls WS. Electrocardographc predcton of coronary artery patency after thrombolytc treatment n acute myocardal nfarcton: use of the ST segment as a non-nvasve marker. Br Heart J 1988;60: Clemmensen P, Ohman EM, Sevlla DC, et al. Changes n standard electrocardographc ST-segment elevaton predctve of successful reperfuson n acute myocardal nfarcton. Am J Cardol 1990;66: Saran RK, Furnss SS, Hawkns T, Red DS. Reducton n ST segment elevaton after thrombolyss predcts ether coronary reperfuson or preservaton of left ventrcular functon. Br Heart J 1990;64: Hohnloser SH, Zabel M, Kasper W, Menertz T, Just H. Assessment of coronary artery patency after thrombolytc therapy: accurate predcton utlzng the combned analyss of three non-nvasve markers. J Am Coll Cardol 1991;18: Barbash G, Roth A, Hod H, et al. Rapd resoluton of ST elevaton and predcton of clncal outcome n patents undergong thrombolyss wth alteplase (recombnant tssue-type plasmnogen actvator): results of the srael study of early nterventon n myocardal nfarcton. Br Heart J 1990;64: Hackworthy RA, Vogel MB, Harrs PJ. Relatonshp between changes n ST segment elevaton and patency of the nfarct-related coronary artery, n acute myocardal nfarcton. Am Heart J 1986;112: Cannon CP, McCabe CH, Dver DJ, et al. Comparson of front-loaded recombnant tssue-type plasmnogen actvator, antstreplase and combnaton thrombolytc therapy for acute myocardal nfarcton: Results of the Thrombolyss n Myocardal nfarcton (T1M) 4 tral. J Am Coll Cardol 1994;24: The TM Study Group: The thrombolyss n myocardal nfarcton (T1M) tral: Phase fndngs. N Engl J Med 1985;312: Sheffeld LT, Berson A, Bragg-Remschel D, et al. Recommendatons for standards of nstrumentaton and practce n the use of ambulatory electrocardography. Crculaton 1985;71:626A-36A. 25. Kwon K-k, Freedman B, Wlcox, et al. The unstable ST segment early after thrombolyss for acute nfarcton and ts usefulness as a marker of recurrent coronary occluson. Am J Cardol 1991;67: Shecter M, Rabnowtz B, Beker B, et al. Addtonal ST segment elevaton durng the frst hour of thrombolytc therapy: an electrocardographc sgn predctng a favorable clncal outcome. J Am Col Cardol 1992;20: Rchardson SG, Morton P, Murtagh JG, Scott ME, O'Keefe DB. Relaton of coronary arteral patency and left ventrcular functon to electrocardographc changes after strcptoknase treatment durng acute myocardal nfarcton. Am J Cardol 1988;61: Shah PK, Cercek B, Lew A, Ganz W. Angographc valdaton of bedsde markers of reperfuson. J Am Coll Cardol 1993;21: Karagouns L, Sorensen SG, Menlove RL, Moreno F, Andersen JL. Does Thrombolyss n Myocardal nfarcton (TM) perfuson grade 2 represent a mostly patent artery or a mostly occluded artery? Enzymatc and electrocardographc evdence from the TEAM-2 study. J Am Coll Cardol 1992;19: Krucoff MW, Wagner NB, Pope JE, et al. The portable programmable mcroprocessor-drven real-tme 12-lead electrocardographc montor: a prelmnary report of a new devce for the non-nvasve detecton of successful reperfuson or slent coronary reoccluson. Am J Cardol 1990;65: Krucoff MW, Croll MA, Pope JE, et al. Contnuous 2-1ead ST-segment recovery analyss n the TAM 7 study: Performance of a non-nvasve method for real-tme detecton of faled myocardal reperfuson. Crculaton 1993;88:

KOUJI KAJINAMI, MD,*t HIROYASU SEKI, MD,t NOBORU TAKEKOSHI, MD,t HIROSHI MABUCHI, MD* Kanazawa, Japan

KOUJI KAJINAMI, MD,*t HIROYASU SEKI, MD,t NOBORU TAKEKOSHI, MD,t HIROSHI MABUCHI, MD* Kanazawa, Japan JACC Vol. 26, No. 5 209 November I, 995:209-2 Nonnvasve Predcton of Coronary Atheroscleross by Quantfcaton of Coronary Artery Calcfcaton Usng Electron Beam Computed Tomography: Comparson Wth Electrocardographc

More information

Length of Hospital Stay After Acute Myocardial Infarction in the Myocardial Infarction Triage and Intervention (MITI) Project Registry

Length of Hospital Stay After Acute Myocardial Infarction in the Myocardial Infarction Triage and Intervention (MITI) Project Registry JACC Vol. 28, No. 2 287 CLINICAL STUDIES MYOCARDIAL INFARCTION Length of Hosptal Stay After Acute Myocardal Infarcton n the Myocardal Infarcton Trage and Interventon (MITI) Project Regstry NATHAN R. EVERY,

More information

THE NATURAL HISTORY AND THE EFFECT OF PIVMECILLINAM IN LOWER URINARY TRACT INFECTION.

THE NATURAL HISTORY AND THE EFFECT OF PIVMECILLINAM IN LOWER URINARY TRACT INFECTION. MET9401 SE 10May 2000 Page 13 of 154 2 SYNOPSS MET9401 SE THE NATURAL HSTORY AND THE EFFECT OF PVMECLLNAM N LOWER URNARY TRACT NFECTON. L A study of the natural hstory and the treatment effect wth pvmecllnam

More information

Strategies for the Early Diagnosis of Acute Myocardial Infarction Using Biochemical Markers

Strategies for the Early Diagnosis of Acute Myocardial Infarction Using Biochemical Markers Clncal Chemstry / EARLY DIAGNOSIS OF ACUTE MYOCARDIAL INFARCTION USING IOCHEMICAL MARKERS Strateges for the Early Dagnoss of Acute Myocardal Infarcton Usng ochemcal Markers Martna Zannotto, Leopoldo Celegon,

More information

Signal-Averaged P Wave in Patients With Wolff-Parkinson-White Syndrome After Successful Radiofrequency Catheter Ablation

Signal-Averaged P Wave in Patients With Wolff-Parkinson-White Syndrome After Successful Radiofrequency Catheter Ablation 1310 JACC Vol. 26, No. 5 Sgnal-Averaged P Wave n Patents Wth Wolff-Parknson-Whte Syndrome After Successful Radofrequency Catheter Ablaton IVAN G. MAIA, MD, FERNANDO E. S. CRUZ FILHO, MD, MARCIO L. A. FAGUNDES,

More information

Methods. Cardiovascular Drugs and Therapy 4: , 1990 Kluwer Academic Publishers, Boston. Printed in U.S.A.

Methods. Cardiovascular Drugs and Therapy 4: , 1990 Kluwer Academic Publishers, Boston. Printed in U.S.A. Cardovascular Drugs and Therapy 4: 841-846, 1990 Kluwer Academc Publshers, Boston. Prnted n U.S.A. A New Semautomated Algorthm to Quantfy Holter-Detected Myocardal schema: Prelmnary Experence n the Trmetazdne

More information

RENAL FUNCTION AND ACE INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 651

RENAL FUNCTION AND ACE INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 651 Downloaded from http://ahajournals.org by on January, 209 RENAL FUNCTION AND INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 65 Downloaded from http://ahajournals.org by on January, 209 Patents and Methods

More information

THE IMPACT OF IMPLANTABLE CARDIOVERTER- DEFIBRILLATORS ON MORTALITY AMONG PATIENTS ON THE WAITING LIST FOR HEART TRANSPLANTATION

THE IMPACT OF IMPLANTABLE CARDIOVERTER- DEFIBRILLATORS ON MORTALITY AMONG PATIENTS ON THE WAITING LIST FOR HEART TRANSPLANTATION THE IMPACT OF IMPLANTABLE CARDIOVERTER- DEFIBRILLATORS ON MORTALITY AMONG PATIENTS ON THE WAITING LIST FOR HEART TRANSPLANTATION Implantable cardoverter-defbrllators were nvestgated for ther mpact on mortalty

More information

Concentration of teicoplanin in the serum of adults with end stage chronic renal failure undergoing treatment for infection

Concentration of teicoplanin in the serum of adults with end stage chronic renal failure undergoing treatment for infection Journal of Antmcrobal Chemotherapy (1996) 37, 117-121 Concentraton of tecoplann n the serum of adults wth end stage chronc renal falure undergong treatment for nfecton A. MercateUo'*, K. Jaber*, D. Hfflare-Buys*,

More information

Deposited on: 8 May 2008 Glasgow eprints Service

Deposited on: 8 May 2008 Glasgow eprints Service Assenburg C. and Bravo-Vergel Y. and Palmer S. and Fenwck E. and de Belder M. and Abrams K.R. and Sculpher M. (2007) Assessng the effectveness of prmary angoplasty compared wth thrombolyss and ts relatonshp

More information

310 Int'l Conf. Par. and Dist. Proc. Tech. and Appl. PDPTA'16

310 Int'l Conf. Par. and Dist. Proc. Tech. and Appl. PDPTA'16 310 Int'l Conf. Par. and Dst. Proc. Tech. and Appl. PDPTA'16 Akra Sasatan and Hrosh Ish Graduate School of Informaton and Telecommuncaton Engneerng, Toka Unversty, Mnato, Tokyo, Japan Abstract The end-to-end

More information

Thallium Redistribution in Dogs with Severe Coronary Artery Stenosis of Fixed Caliber

Thallium Redistribution in Dogs with Severe Coronary Artery Stenosis of Fixed Caliber Thallum Redstrbuton n Dogs wth Severe Coronary Artery Stenoss of Fxed Calber 439 GERALD M. POHOST, ROBERT D. OKADA, DENNIS D. O'KEEFE, HENRY GEWIRTZ, GEORGE BELLER, H. WILLIAM STRAUSS, JOHN S. CHAFFIN,

More information

THIS IS AN OFFICIAL NH DHHS HEALTH ALERT

THIS IS AN OFFICIAL NH DHHS HEALTH ALERT THIS IS AN OFFICIAL NH DHHS HEALTH ALERT Dstrbuted by the NH Health Alert Network Health.Alert@dhhs.nh.gov August 26, 2016 1430 EDT (2:30 PM EDT) NH-HAN 20160826 Recommendatons for Accurate Dagnoss of

More information

Joint Modelling Approaches in diabetes research. Francisco Gude Clinical Epidemiology Unit, Hospital Clínico Universitario de Santiago

Joint Modelling Approaches in diabetes research. Francisco Gude Clinical Epidemiology Unit, Hospital Clínico Universitario de Santiago Jont Modellng Approaches n dabetes research Clncal Epdemology Unt, Hosptal Clínco Unverstaro de Santago Outlne 1 Dabetes 2 Our research 3 Some applcatons Dabetes melltus Is a serous lfe-long health condton

More information

DECREASING SYMPTOMS IN INTERSTITIAL CYSTITIS PATIENTS: PENTOSAN POLYSULFATE VS. SACRAL NEUROMODULATION. A Research Project by. Katy D.

DECREASING SYMPTOMS IN INTERSTITIAL CYSTITIS PATIENTS: PENTOSAN POLYSULFATE VS. SACRAL NEUROMODULATION. A Research Project by. Katy D. DECREASING SYMPTOMS IN INTERSTITIAL CYSTITIS PATIENTS: PENTOSAN POLYSULFATE VS. SACRAL NEUROMODULATION. A Research Project by Katy D. Prce Bachelor of General Studes, Unversty of Kansas, 2005 Submtted

More information

Dr.S.Sumathi 1, Mrs.V.Agalya 2 Mahendra Engineering College, Mahendhirapuri, Mallasamudram

Dr.S.Sumathi 1, Mrs.V.Agalya 2 Mahendra Engineering College, Mahendhirapuri, Mallasamudram Detecton Of Myocardal Ischema In ECG Sgnals Usng Support Vector Machne Dr.S.Sumath 1, Mrs.V.Agalya Mahendra Engneerng College, Mahendhrapur, Mallasamudram Abstract--Ths paper presents an ntellectual dagnoss

More information

AlereTM. i Influenza A & B. Enter. Molecular results in less than 15 minutes

AlereTM. i Influenza A & B. Enter. Molecular results in less than 15 minutes Molecular results n less than 15 mnutes Enter Transformng patent management sothermal amplfcaton technology gvng you molecular results, faster than ever before Improvng patent care Gvng you the confdence

More information

Prediction of Total Pressure Drop in Stenotic Coronary Arteries with Their Geometric Parameters

Prediction of Total Pressure Drop in Stenotic Coronary Arteries with Their Geometric Parameters Tenth Internatonal Conference on Computatonal Flud Dynamcs (ICCFD10), Barcelona, Span, July 9-13, 2018 ICCFD10-227 Predcton of Total Pressure Drop n Stenotc Coronary Arteres wth Ther Geometrc Parameters

More information

Parameter Estimates of a Random Regression Test Day Model for First Three Lactation Somatic Cell Scores

Parameter Estimates of a Random Regression Test Day Model for First Three Lactation Somatic Cell Scores Parameter Estmates of a Random Regresson Test Day Model for Frst Three actaton Somatc Cell Scores Z. u, F. Renhardt and R. Reents Unted Datasystems for Anmal Producton (VIT), Hedeweg 1, D-27280 Verden,

More information

Optimal Planning of Charging Station for Phased Electric Vehicle *

Optimal Planning of Charging Station for Phased Electric Vehicle * Energy and Power Engneerng, 2013, 5, 1393-1397 do:10.4236/epe.2013.54b264 Publshed Onlne July 2013 (http://www.scrp.org/ournal/epe) Optmal Plannng of Chargng Staton for Phased Electrc Vehcle * Yang Gao,

More information

The impact of asthma self-management education programs on the health outcomes: A meta-analysis (systemic review) of randomized controlled trials

The impact of asthma self-management education programs on the health outcomes: A meta-analysis (systemic review) of randomized controlled trials Calforna State Unversty, San Bernardno CSUSB ScholarWorks Theses Dgtzaton Project John M. Pfau Lbrary 2003 The mpact of asthma self-management educaton programs on the health outcomes: A meta-analyss (systemc

More information

Using the Perpendicular Distance to the Nearest Fracture as a Proxy for Conventional Fracture Spacing Measures

Using the Perpendicular Distance to the Nearest Fracture as a Proxy for Conventional Fracture Spacing Measures Usng the Perpendcular Dstance to the Nearest Fracture as a Proxy for Conventonal Fracture Spacng Measures Erc B. Nven and Clayton V. Deutsch Dscrete fracture network smulaton ams to reproduce dstrbutons

More information

Fast Algorithm for Vectorcardiogram and Interbeat Intervals Analysis: Application for Premature Ventricular Contractions Classification

Fast Algorithm for Vectorcardiogram and Interbeat Intervals Analysis: Application for Premature Ventricular Contractions Classification Fast Algorthm for Vectorcardogram and Interbeat Intervals Analyss: Applcaton for Premature Ventrcular Contractons Classfcaton Irena Jekova, Vessela Krasteva Centre of Bomedcal Engneerng Prof. Ivan Daskalov

More information

Myocardial Mural Thickness During the Cardiac Cycle

Myocardial Mural Thickness During the Cardiac Cycle Myocardal Mural Thckness Durng the Cardac Cycle By Erc O. Fegl, M.D., and Donald L. Fry, M.D. An understandng of the relatonshp between forces and veloctes of contracton n muscle fbers to the pressures

More information

Effect of mannitol on cerebral blood flow and cerebral perfusion pressure in human head injury

Effect of mannitol on cerebral blood flow and cerebral perfusion pressure in human head injury J Neurosurg 63:43-48, 1985 Effect of manntol on cerebral blood flow and cerebral perfuson pressure n human head njury A. DAVD MENDELOW, PH.D., F.R.C.S., GRAHAM M. TEASDALE, M.R.C.P., F.R.C.S., THOMAS RUSSELL,

More information

Normal variation in the length of the luteal phase of the menstrual cycle: identification of the short luteal phase

Normal variation in the length of the luteal phase of the menstrual cycle: identification of the short luteal phase Brtsh Journal of Obstetrcs and Gvnaecologjl July 1984, Vol. 9 1, pp. 685-689 Normal varaton n the length of the luteal phase of the menstrual cycle: dentfcaton of the short luteal phase ELIZABETH A. LENTON,

More information

National Polyp Study data: evidence for regression of adenomas

National Polyp Study data: evidence for regression of adenomas 5 Natonal Polyp Study data: evdence for regresson of adenomas 78 Chapter 5 Abstract Objectves The data of the Natonal Polyp Study, a large longtudnal study on survellance of adenoma patents, s used for

More information

Physical Model for the Evolution of the Genetic Code

Physical Model for the Evolution of the Genetic Code Physcal Model for the Evoluton of the Genetc Code Tatsuro Yamashta Osamu Narkyo Department of Physcs, Kyushu Unversty, Fukuoka 8-856, Japan Abstract We propose a physcal model to descrbe the mechansms

More information

Though classically rare, dissections of extracranial

Though classically rare, dissections of extracranial 11 Duplex Scannng n Extracranal Vertebral Artery Dssecton Perre-Jean Touboul, MD, Jean-Lous Mas, MD, Mare-Germane Bousser, MD, and Domnque Laplane, MD Ultrasonc (duplex scannng and contnuous-wave Doppler)

More information

CONTRIBUTION. Atrial fibrillation and flutter with left bundle branch block aberration referred as ventricular tachycardia

CONTRIBUTION. Atrial fibrillation and flutter with left bundle branch block aberration referred as ventricular tachycardia CONTRIBUTION 9H Atral fbrllaton and flutter wth left bundle branch block aberraton referred as ventrcular tachycarda RICHARD G. TROHMAN, MD; KENNETH M. KESSLER, MD; DEBORAH WILLIAMS, MD; AND JAMES D. MALONEY,

More information

Copy Number Variation Methods and Data

Copy Number Variation Methods and Data Copy Number Varaton Methods and Data Copy number varaton (CNV) Reference Sequence ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA Populaton ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA ACCTGCAATGAT TTGCAACGTTAGGCA

More information

ARTICLE IN PRESS Neuropsychologia xxx (2010) xxx xxx

ARTICLE IN PRESS Neuropsychologia xxx (2010) xxx xxx Neuropsychologa xxx (200) xxx xxx Contents lsts avalable at ScenceDrect Neuropsychologa journal homepage: www.elsever.com/locate/neuropsychologa Storage and bndng of object features n vsual workng memory

More information

RHEUMATOID ARTHRITIS PATIENTS CANNOT ACCURATELY REPORT SIGNS OF INFLAMMATORY ACTIVITY

RHEUMATOID ARTHRITIS PATIENTS CANNOT ACCURATELY REPORT SIGNS OF INFLAMMATORY ACTIVITY Brtsh Journal of Rheumatology 995;4:547-55 RHEUMATOID ARTHRITIS PATIENTS CANNOT ACCURATELY REPORT SIGNS OF INFLAMMATORY ACTIVITY S. E. HEWLETT, J. HAYNES, L. SHEPSTONE and J. R. KIRWAN Unversty of Brstol

More information

Heart Rate Variability in Patients With Mild to Moderate Heart Failure: Effects of Neurohormonal Modulation by Digoxin and Ibopamine

Heart Rate Variability in Patients With Mild to Moderate Heart Failure: Effects of Neurohormonal Modulation by Digoxin and Ibopamine JACC Vol. 26, No. 4 983 October 1995:983-90 Heart Rate Varablty n Patents Wth Mld to Moderate Heart Falure: Effects of Neurohormonal Modulaton by Dgoxn and bopamne JAN BROUWER, MD, DRK J. VAN VELDHUSEN,

More information

Incorrect Beliefs. Overconfidence. Types of Overconfidence. Outline. Overprecision 4/22/2015. Econ 1820: Behavioral Economics Mark Dean Spring 2015

Incorrect Beliefs. Overconfidence. Types of Overconfidence. Outline. Overprecision 4/22/2015. Econ 1820: Behavioral Economics Mark Dean Spring 2015 Incorrect Belefs Overconfdence Econ 1820: Behavoral Economcs Mark Dean Sprng 2015 In objectve EU we assumed that everyone agreed on what the probabltes of dfferent events were In subjectve expected utlty

More information

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

PDF hosted at the Radboud Repository of the Radboud University Nijmegen PDF hosted at the Radboud Repostory of the Radboud Unversty Njmegen The followng full text s a publsher's verson. For addtonal nformaton about ths publcaton clck ths lnk. http://hdl.handle.net/2066/24792

More information

RECENT STUDIES in this department

RECENT STUDIES in this department Preventon of Coronary Atheroscleross by -Androgen Admnstraton n the Cholesterol-Fed Chck By JEREMAH STAMLER, M.D., RUTH PCK, M.D., AND LOUS X. KATZ, M.D. s are hghly effectve both prophylacteally and therapeutcally

More information

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

PDF hosted at the Radboud Repository of the Radboud University Nijmegen PDF hosted at the Radboud Repostory of the Radboud Unversty Njmegen The followng full text s a publsher's verson. For addtonal nformaton about ths publcaton clck ths lnk. http://hdl.handle.net/2066/23963

More information

Price linkages in value chains: methodology

Price linkages in value chains: methodology Prce lnkages n value chans: methodology Prof. Trond Bjorndal, CEMARE. Unversty of Portsmouth, UK. and Prof. José Fernández-Polanco Unversty of Cantabra, Span. FAO INFOSAMAK Tangers, Morocco 14 March 2012

More information

Alma Mater Studiorum Università di Bologna DOTTORATO DI RICERCA IN METODOLOGIA STATISTICA PER LA RICERCA SCIENTIFICA

Alma Mater Studiorum Università di Bologna DOTTORATO DI RICERCA IN METODOLOGIA STATISTICA PER LA RICERCA SCIENTIFICA Alma Mater Studorum Unverstà d Bologna DOTTORATO DI RICERCA IN METODOLOGIA STATISTICA PER LA RICERCA SCIENTIFICA Cclo XXVII Settore Concorsuale d afferenza: 13/D1 Settore Scentfco dscplnare: SECS-S/02

More information

Analysis of the QRS Complex for Apnea-Bradycardia Characterization in Preterm Infants

Analysis of the QRS Complex for Apnea-Bradycardia Characterization in Preterm Infants Author manuscrpt, publshed n "Conference proceedngs : Annual Internatonal Conference of the IEEE Engneerng n Medcne and Bology Socety. 2009;:946-9" DOI : 0.09/IEMBS.2009.533353 Analyss of the QRS Complex

More information

Balanced Query Methods for Improving OCR-Based Retrieval

Balanced Query Methods for Improving OCR-Based Retrieval Balanced Query Methods for Improvng OCR-Based Retreval Kareem Darwsh Electrcal and Computer Engneerng Dept. Unversty of Maryland, College Park College Park, MD 20742 kareem@glue.umd.edu Douglas W. Oard

More information

Using Past Queries for Resource Selection in Distributed Information Retrieval

Using Past Queries for Resource Selection in Distributed Information Retrieval Purdue Unversty Purdue e-pubs Department of Computer Scence Techncal Reports Department of Computer Scence 2011 Usng Past Queres for Resource Selecton n Dstrbuted Informaton Retreval Sulleyman Cetntas

More information

Estimation for Pavement Performance Curve based on Kyoto Model : A Case Study for Highway in the State of Sao Paulo

Estimation for Pavement Performance Curve based on Kyoto Model : A Case Study for Highway in the State of Sao Paulo Estmaton for Pavement Performance Curve based on Kyoto Model : A Case Study for Kazuya AOKI, PASCO CORPORATION, Yokohama, JAPAN, Emal : kakzo603@pasco.co.jp Octávo de Souza Campos, Publc Servces Regulatory

More information

Study and Comparison of Various Techniques of Image Edge Detection

Study and Comparison of Various Techniques of Image Edge Detection Gureet Sngh et al Int. Journal of Engneerng Research Applcatons RESEARCH ARTICLE OPEN ACCESS Study Comparson of Varous Technques of Image Edge Detecton Gureet Sngh*, Er. Harnder sngh** *(Department of

More information

Encoding processes, in memory scanning tasks

Encoding processes, in memory scanning tasks vlemory & Cognton 1976,4 (5), 501 506 Encodng processes, n memory scannng tasks JEFFREY O. MILLER and ROBERT G. PACHELLA Unversty of Mchgan, Ann Arbor, Mchgan 48101, Three experments are presented that

More information

IMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE

IMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE IMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE JOHN H. PHAN The Wallace H. Coulter Department of Bomedcal Engneerng, Georga Insttute of Technology, 313 Ferst Drve Atlanta,

More information

Lateral Transfer Data Report. Principal Investigator: Andrea Baptiste, MA, OT, CIE Co-Investigator: Kay Steadman, MA, OTR, CHSP. Executive Summary:

Lateral Transfer Data Report. Principal Investigator: Andrea Baptiste, MA, OT, CIE Co-Investigator: Kay Steadman, MA, OTR, CHSP. Executive Summary: Samar tmed c ali ndus t r esi nc 55Fl em ngdr ve, Un t#9 Cambr dge, ON. N1T2A9 T el. 18886582206 Ema l. nf o@s amar t r ol l boar d. c om www. s amar t r ol l boar d. c om Lateral Transfer Data Report

More information

Introduction ORIGINAL RESEARCH

Introduction ORIGINAL RESEARCH ORIGINAL RESEARCH Assessng the Statstcal Sgnfcance of the Acheved Classfcaton Error of Classfers Constructed usng Serum Peptde Profles, and a Prescrpton for Random Samplng Repeated Studes for Massve Hgh-Throughput

More information

(From the Gastroenterology Division, Cornell University Medical College, New York 10021)

(From the Gastroenterology Division, Cornell University Medical College, New York 10021) ROLE OF HEPATIC ANION-BINDING PROTEIN IN BROMSULPHTHALEIN CONJUGATION* BY N. KAPLOWITZ, I. W. PERC -ROBB,~ ANn N. B. JAVITT (From the Gastroenterology Dvson, Cornell Unversty Medcal College, New York 10021)

More information

Modeling Multi Layer Feed-forward Neural. Network Model on the Influence of Hypertension. and Diabetes Mellitus on Family History of

Modeling Multi Layer Feed-forward Neural. Network Model on the Influence of Hypertension. and Diabetes Mellitus on Family History of Appled Mathematcal Scences, Vol. 7, 2013, no. 41, 2047-2053 HIKARI Ltd, www.m-hkar.com Modelng Mult Layer Feed-forward Neural Network Model on the Influence of Hypertenson and Dabetes Melltus on Famly

More information

FAST DETECTION OF MASSES IN MAMMOGRAMS WITH DIFFICULT CASE EXCLUSION

FAST DETECTION OF MASSES IN MAMMOGRAMS WITH DIFFICULT CASE EXCLUSION computng@tanet.edu.te.ua www.tanet.edu.te.ua/computng ISSN 727-6209 Internatonal Scentfc Journal of Computng FAST DETECTION OF MASSES IN MAMMOGRAMS WITH DIFFICULT CASE EXCLUSION Gábor Takács ), Béla Patak

More information

Heart Rate Variability Analysis Diagnosing Atrial Fibrillation

Heart Rate Variability Analysis Diagnosing Atrial Fibrillation X-ray PIV Measurements of Velocty Feld of Blood Flows Volume 5, umber 2: 46-52, October 2007 Internatonal Journal of Vascular Bomedcal Engneerng Heart Rate Varablty Analyss Dagnosng Atral Fbrllaton Jnho

More information

Comparison of the Carpentier and Duran Prosthetic Rings Used in Mitral Reconstruction

Comparison of the Carpentier and Duran Prosthetic Rings Used in Mitral Reconstruction Comparson of the Carpenter and Duran Prosthetc Rngs Used n Mtral Reconstructon Yukkatsu Okada, MD, Toyo Shomura, MD, Yasuko Yamaura, MD, and Junch Yoshkawa, MD Departments of Thoracc and Cardovascular

More information

WHO S ASSESSMENT OF HEALTH CARE INDUSTRY PERFORMANCE: RATING THE RANKINGS

WHO S ASSESSMENT OF HEALTH CARE INDUSTRY PERFORMANCE: RATING THE RANKINGS WHO S ASSESSMENT OF HEALTH CARE INDUSTRY PERFORMANCE: RATING THE RANKINGS ELLIOTT PARKER and JEANNE WENDEL * Department of Economcs, Unversty of Nevada, Reno, NV, USA SUMMARY Ths paper examnes the econometrc

More information

Importance of Atrial Compliance in Cardiac Performance

Importance of Atrial Compliance in Cardiac Performance Importance of Atral Complance n Cardac Performance By Hroyuk Suga ABSTRACT Effects of changes n atral complance on cardac performance were analyzed usng a crculatory analog model. The atrum was assumed

More information

Decreased Nailfold Capillary Density in Limited Scleroderma with Pulmonary Hypertension. and a longer disease duration. 3,4

Decreased Nailfold Capillary Density in Limited Scleroderma with Pulmonary Hypertension. and a longer disease duration. 3,4 j :1.1 4 1, t j f ASAN PACFC JOURNAL OF ALLERGY AND MMUNOLOGY (1998) 16: 81-86 Decreased Nalfold Capllary Densty n Lmted Scleroderma wth Pulmonary Hypertenson t r Yang Y. Ong, Tony Nkoloutsopoulos, Coln

More information

Non-linear Multiple-Cue Judgment Tasks

Non-linear Multiple-Cue Judgment Tasks Non-lnear Multple-Cue Tasks Anna-Carn Olsson (anna-carn.olsson@psy.umu.se) Department of Psychology, Umeå Unversty SE-09 87, Umeå, Sweden Tommy Enqvst (tommy.enqvst@psyk.uu.se) Department of Psychology,

More information

Evaluation of the generalized gamma as a tool for treatment planning optimization

Evaluation of the generalized gamma as a tool for treatment planning optimization Internatonal Journal of Cancer Therapy and Oncology www.jcto.org Evaluaton of the generalzed gamma as a tool for treatment plannng optmzaton Emmanoul I Petrou 1,, Ganesh Narayanasamy 3, Eleftheros Lavdas

More information

Journal of Engineering Science and Technology Review 11 (2) (2018) Research Article

Journal of Engineering Science and Technology Review 11 (2) (2018) Research Article Jestr Journal of Engneerng Scence and Technology Revew () (08) 5 - Research Artcle Prognoss Evaluaton of Ovaran Granulosa Cell Tumor Based on Co-forest ntellgence Model Xn Lao Xn Zheng Juan Zou Mn Feng

More information

A Linear Regression Model to Detect User Emotion for Touch Input Interactive Systems

A Linear Regression Model to Detect User Emotion for Touch Input Interactive Systems 2015 Internatonal Conference on Affectve Computng and Intellgent Interacton (ACII) A Lnear Regresson Model to Detect User Emoton for Touch Input Interactve Systems Samt Bhattacharya Dept of Computer Scence

More information

Recent Trends in U.S. Breast Cancer Incidence, Survival, and Mortality Rates

Recent Trends in U.S. Breast Cancer Incidence, Survival, and Mortality Rates Recent Trends n U.S. Breast Cancer Incdence, Survval, and Mortalty Rates Kenneth C. Chu, Robert E. Tarone, Larry G. Kessler, Lynn A. G. Res, Benjamn F. Hankey, Banj A. Mller, Brenda K. Edwards* Background:

More information

The effect of salvage therapy on survival in a longitudinal study with treatment by indication

The effect of salvage therapy on survival in a longitudinal study with treatment by indication Research Artcle Receved 28 October 2009, Accepted 8 June 2010 Publshed onlne 30 August 2010 n Wley Onlne Lbrary (wleyonlnelbrary.com) DOI: 10.1002/sm.4017 The effect of salvage therapy on survval n a longtudnal

More information

NHS Outcomes Framework

NHS Outcomes Framework NHS Outcomes Framework Doman 1 Preventng people from dyng prematurely Indcator Specfcatons Verson: 1.21 Date: May 2018 Author: Clncal Indcators Team NHS Outcomes Framework: Doman 1 Preventng people from

More information

N-back Training Task Performance: Analysis and Model

N-back Training Task Performance: Analysis and Model N-back Tranng Task Performance: Analyss and Model J. Isaah Harbson (jharb@umd.edu) Center for Advanced Study of Language and Department of Psychology, Unversty of Maryland 7005 52 nd Avenue, College Park,

More information

EFFECT OF TOPICAL LIGNOCAINE ON THE SYMPATHODRENAL RESPONSES TO TRACHEAL INTUBATION

EFFECT OF TOPICAL LIGNOCAINE ON THE SYMPATHODRENAL RESPONSES TO TRACHEAL INTUBATION Br. J. Anaesth. (1987), 59, 300-304 EFFECT OF TOPICAL LIGNOCAINE ON THE SYMPATHODRENAL RESPONSES TO TRACHEAL INTUBATION D. R. DERBYSHIRE, G. SMITH AND K. J. ACHOLA Hypertenson and tachycarda assocated

More information

Reduction of the Oxygen Utilization of the Heart by Left Heart Bypass

Reduction of the Oxygen Utilization of the Heart by Left Heart Bypass Reducton of the Oxygen Utlzaton of the Heart by Left Heart Bypass By Clarence Denns, M.D., Ph.D., Davd P. Hall, M.D., Juan R. Moreno, M.D., and Ake Sennng, M.D. Downloaded from http://ahajournals.org by

More information

Survival Comparisons for Breast Conserving Surgery and Mastectomy Revisited: Community Experience and the Role of Radiation Therapy

Survival Comparisons for Breast Conserving Surgery and Mastectomy Revisited: Community Experience and the Role of Radiation Therapy Clncal Medcne & Research Volume 13, Number 2: 65-73 2015 Marshfeld Clnc Health System clnmedres.org Orgnal Research Survval Comparsons for Breast Conservng Surgery and Mastectomy Revsted: Communty Experence

More information

International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS)

International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS) Internatonal Assocaton of Scentfc Innovaton and Research (IASIR (An Assocaton Unfyng the Scences, Engneerng, and Appled Research Internatonal Journal of Emergng Technologes n Computatonal and Appled Scences

More information

Carcinoembryonic antigen in patients with intraeranial tumors

Carcinoembryonic antigen in patients with intraeranial tumors J Neurosurg 53:355-360, 980 Carcnoembryonc antgen n patents wth ntraeranal tumors YASUO SUZUKI, M.D., AND RvuIfm TANAKA, M.D. Department of Neurosurgery, Bran Research Insttute, Ngata Unversty, Ngata,

More information

Sequential meta-analysis to determine whether or not to start another trial: the high frequency versus conventional mechanical ventilation example

Sequential meta-analysis to determine whether or not to start another trial: the high frequency versus conventional mechanical ventilation example . Sequental meta-analyss to determne whether or not to start another tral: the hgh frequency versus conventonal mechancal ventlaton example Sequental analyss shows value of new trals Casper W. Bollen,

More information

Incidence and Hemodynamic Characteristics of Near-Fainting in Healthy 6- to 16-Year Old Subjects

Incidence and Hemodynamic Characteristics of Near-Fainting in Healthy 6- to 16-Year Old Subjects JACC VoL 25, No. 7 1615 SYNCOPE Incdence and Hemodynamc Characterstcs of Near-Fantng n Healthy 6- to 16-Year Old Subjects CATHERINE C. E. DE JONG-DE VOS VAN STEENWIJK, MD,*t WOUTER WIELING, MD, PI4D,t

More information

Relevance of statistical techniques when using administrative health data: gender inequality in mortality from cardio-vascular disease

Relevance of statistical techniques when using administrative health data: gender inequality in mortality from cardio-vascular disease Relevance of statstcal technques when usng admnstratve health data: gender nequalty n mortalty from cardo-vascular dsease Julan Perelman Céu Mateus June 2010 Escola Naconal de Saúde Públca, Unversdade

More information

Efficiency Considerations for the Purely Tapered Interference Fit (TIF) Abutments Used in Dental Implants

Efficiency Considerations for the Purely Tapered Interference Fit (TIF) Abutments Used in Dental Implants Dnçer Bozkaya Graduate Student Snan Müftü* Ph.D., Assocate Professor Northeastern Unversty, Department of Mechancal Engneerng, Boston, MA 0115 Effcency Consderatons for the Purely Tapered Interference

More information

AUTOMATED DETECTION OF HARD EXUDATES IN FUNDUS IMAGES USING IMPROVED OTSU THRESHOLDING AND SVM

AUTOMATED DETECTION OF HARD EXUDATES IN FUNDUS IMAGES USING IMPROVED OTSU THRESHOLDING AND SVM AUTOMATED DETECTION OF HARD EXUDATES IN FUNDUS IMAGES USING IMPROVED OTSU THRESHOLDING AND SVM Wewe Gao 1 and Jng Zuo 2 1 College of Mechancal Engneerng, Shangha Unversty of Engneerng Scence, Shangha,

More information

4.2 Scheduling to Minimize Maximum Lateness

4.2 Scheduling to Minimize Maximum Lateness 4. Schedulng to Mnmze Maxmum Lateness Schedulng to Mnmzng Maxmum Lateness Mnmzng lateness problem. Sngle resource processes one ob at a tme. Job requres t unts of processng tme and s due at tme d. If starts

More information

The Effect of Fish Farmers Association on Technical Efficiency: An Application of Propensity Score Matching Analysis

The Effect of Fish Farmers Association on Technical Efficiency: An Application of Propensity Score Matching Analysis The Effect of Fsh Farmers Assocaton on Techncal Effcency: An Applcaton of Propensty Score Matchng Analyss Onumah E. E, Esslfe F. L, and Asumng-Brempong, S 15 th July, 2016 Background and Motvaton Outlne

More information

A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA

A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA Journal of Theoretcal and Appled Informaton Technology 2005 ongong JATIT & LLS ISSN: 1992-8645 www.jatt.org E-ISSN: 1817-3195 A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA 1 SUNGMIN

More information

Larynx Preservation in Pyriform Sinus Cancer: Preliminary Results of a European Organization for Research and Treatment of Cancer Phase III Trial

Larynx Preservation in Pyriform Sinus Cancer: Preliminary Results of a European Organization for Research and Treatment of Cancer Phase III Trial Larynx Preservaton n Pyrform Snus Cancer: Prelmnary Results of a European Organzaton for Research and Treatment of Cancer Phase Tral JeanLous Lefebvre, Domnque Chevaler, Bernard Lubonsk, Anne Krkpatrck,

More information

Maize Varieties Combination Model of Multi-factor. and Implement

Maize Varieties Combination Model of Multi-factor. and Implement Maze Varetes Combnaton Model of Mult-factor and Implement LIN YANG,XIAODONG ZHANG,SHAOMING LI Department of Geographc Informaton Scence Chna Agrcultural Unversty No. 17 Tsnghua East Road, Bejng 100083

More information

The Importance of Being Marginal: Gender Differences in Generosity 1

The Importance of Being Marginal: Gender Differences in Generosity 1 The Importance of Beng Margnal: Gender Dfferences n Generosty 1 Stefano DellaVgna, John A. Lst, Ulrke Malmender, and Gautam Rao Forthcomng, Amercan Economc Revew Papers and Proceedngs, May 2013 Abstract

More information

PULMONARY EMBOLISM: DIAGNOSIS BY CHEST LEAD ELECTROCARDIOGRAPHY

PULMONARY EMBOLISM: DIAGNOSIS BY CHEST LEAD ELECTROCARDIOGRAPHY PULMONARY EMBOLSM: DAGNOSS BY CHEST LEAD ELECTROCARDOGRAPHY BY PAUL WOOD From the Brtsh Postgraduate Medcal School, Hammersmth, London Receved October 17, 194 Lmb lead electrocardograms n cases of pulmonary

More information

J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander

J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander 2?Hr a! A Report of Research on o ^^ -^~" r" THE STABILITY OF AUTOKINETIC JUDGMENTS J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander A techncal report made under ONR Contract Nonr-475(01) between

More information

Economic crisis and follow-up of the conditions that define metabolic syndrome in a cohort of Catalonia,

Economic crisis and follow-up of the conditions that define metabolic syndrome in a cohort of Catalonia, Economc crss and follow-up of the condtons that defne metabolc syndrome n a cohort of Catalona, 2005-2012 Laa Maynou 1,2,3, Joan Gl 4, Gabrel Coll-de-Tuero 5,2, Ton Mora 6, Carme Saurna 1,2, Anton Scras

More information

Beta-Adrenoceptor Blockers and T erbutaline in Patients with Chronic Obstructive Lung Disease*

Beta-Adrenoceptor Blockers and T erbutaline in Patients with Chronic Obstructive Lung Disease* Beta-Adrenoceptor Blockers and T erbutalne n Patents wth Chronc Obstructve Lung Dsease* Effects and nteracton After Oral Admnstraton ]. Wunderlch, M.D.; H. N. Macha, M.D.; H. Wudcke, M.D.; a.ndh. Huckauf,

More information

Impact of Functional Appliances on Muscle Activity: A Surface Electromyography Study in Children

Impact of Functional Appliances on Muscle Activity: A Surface Electromyography Study in Children CLIICAL RESEARCH e-iss 1643-3750 Med Sc Mont, 2015; 21: 246-253 DOI: 10.12659/MSM.893111 Receved: 2014.11.22 Accepted: 2014.12.15 Publshed: 2015.01.20 Impact of Functonal Applances on Muscle Actvty: A

More information

RODWELL HOUSE WOUND ASSESSMENT

RODWELL HOUSE WOUND ASSESSMENT RODWELL HOUSE WOUND ASSESSMENT Resdent Name: Sute No: Wound Type: Locaton: Grade: Photograph Date Taken: Tssue Vablty: Wound Assessment Patent Label or Wrte Informaton Referrals Made (Please tck) RIO No

More information

Project title: Mathematical Models of Fish Populations in Marine Reserves

Project title: Mathematical Models of Fish Populations in Marine Reserves Applcaton for Fundng (Malaspna Research Fund) Date: November 0, 2005 Project ttle: Mathematcal Models of Fsh Populatons n Marne Reserves Dr. Lev V. Idels Unversty College Professor Mathematcs Department

More information

What Determines Attitude Improvements? Does Religiosity Help?

What Determines Attitude Improvements? Does Religiosity Help? Internatonal Journal of Busness and Socal Scence Vol. 4 No. 9; August 2013 What Determnes Atttude Improvements? Does Relgosty Help? Madhu S. Mohanty Calforna State Unversty-Los Angeles Los Angeles, 5151

More information

NATIONAL QUALITY FORUM

NATIONAL QUALITY FORUM NATIONAL QUALITY FORUM NQF #1551 Measure Evaluaton 4.1 December 2009 Ths form contans the measure nformaton submtted by stewards. Blank felds ndcate no nformaton was provded. Attachments also may have

More information

Cutaneous and Kinaesthetic Perception of Traversed Distance

Cutaneous and Kinaesthetic Perception of Traversed Distance Cutaneous and Knaesthetc Percepton of Traversed Dstance Wouter M. Bergmann Test L. Martjn A. van der Hoff Astrd M. L. Kappers Helmholtz Insttute, Utrecht Unversty, The Netherlands ABSTRACT Dscrmnaton thresholds

More information

GASTROINTESTINAL MOTILITY AND GASTRIC ph AND EMPTYING FOLLOWING INGESTION OF DIAZEPAM

GASTROINTESTINAL MOTILITY AND GASTRIC ph AND EMPTYING FOLLOWING INGESTION OF DIAZEPAM Br. J. Anaesth. (1988), 61, 712-719 GASTROINTESTINAL MOTILITY AND GASTRIC ph AND EMPTYING FOLLOWING INGESTION OF DIAZEPAM B. A. SCHURIZEK, K. KRAGLUND, F. ANDREASEN, L. V. JENSEN AND B. JUHL Premedcaton

More information

An Angiocardiographic Method for Directly Determining Left Ventricular Stroke Volume in Man

An Angiocardiographic Method for Directly Determining Left Ventricular Stroke Volume in Man An Angocardographc Method for Drectly Determnng Left Ventrcular Stroke Volume n Man By Harold T. Dodge, M.D., Robert E. Hay, M.D., and Harold Sander, M.D. n prevous studes from ths and other laboratores,

More information

Single-Case Designs and Clinical Biofeedback Experimentation

Single-Case Designs and Clinical Biofeedback Experimentation Bofeedback and Self-Regulaton, VoL 2, No. 3, 1977 Sngle-Case Desgns and Clncal Bofeedback Expermentaton Davd H. Barow: Brown Unversty and Butler Hosptal Edward B. Blanchard Unversty of Tennessee Medcal

More information

Regular heartbeat dynamics are associated with cardiac health

Regular heartbeat dynamics are associated with cardiac health Am J Physol - Regul Integr Comp Physol 2007 291(1): R368-R372 Regular heartbeat dynamcs are assocated wth cardac health Drk Cysarz 1,2, Slke Lange 3, Peter F. Matthessen 1, Peter van Leeuwen 3 1 Char of

More information

Effect of Acute-Phase Retinopathy of Prematurity on Grating Acuity Development in the Very Low Birth Weight Infant

Effect of Acute-Phase Retinopathy of Prematurity on Grating Acuity Development in the Very Low Birth Weight Infant Effect of Acute-Phase Retnopathy of Prematurty on Gratng Acuty Development n the Very Low Brth Weght Infant Velma Dobson* Graham E. Qurng C. Gal Summers,X Rchard A. Saunders,\ Dale L. Phelps,\\ Betty Tung,^

More information

UPRIGHT TILT TABLE TESTING IN THE EVALUATION OF SYNCOPE

UPRIGHT TILT TABLE TESTING IN THE EVALUATION OF SYNCOPE UPRIGHT TILT TABLE TESTING IN THE EVALUATION OF SYNCOPE R M L Kam, W S Teo, S A Gunawan, S H Tan, A T H Tan ABSTRACT Objectves: To revew our experence wth the uprght tlt table test for the dagnoss of vasovagal

More information

Estimation of Relative Survival Based on Cancer Registry Data

Estimation of Relative Survival Based on Cancer Registry Data Revew of Bonformatcs and Bometrcs (RBB) Volume 2 Issue 4, December 203 www.sepub.org/rbb Estmaton of Relatve Based on Cancer Regstry Data Olaf Schoffer *, Ante Nedostate 2, Stefane J. Klug,2 Cancer Epdemology,

More information

A comparison of statistical methods in interrupted time series analysis to estimate an intervention effect

A comparison of statistical methods in interrupted time series analysis to estimate an intervention effect Peer revew stream A comparson of statstcal methods n nterrupted tme seres analyss to estmate an nterventon effect a,b, J.J.J., Walter c, S., Grzebeta a, R. & Olver b, J. a Transport and Road Safety, Unversty

More information