Validation of a novel noninvasive cardiac index of left ventricular contractility in patients

Size: px
Start display at page:

Download "Validation of a novel noninvasive cardiac index of left ventricular contractility in patients"

Transcription

1 Am J Physol Heart Crc Physol 292: H2764 H2772, Frst publshed January 19, 2007; do: /ajpheart Valdaton of a novel nonnvasve cardac ndex of left ventrcular contractlty n patents Lang Zhong, 1 Ru-San Tan, 1 Dhanjoo N. Ghsta, 2 Edde Yn-Kwee Ng, Leok-Poh Chua, and Ghassan S. Kassab 4,5,6 1 Department of Cardology, Natonal Heart Centre, 2 Dvson of Engneerng, Scence, and Technology, Unversty of New South Wales-Asa, and College of Engneerng, School of Mechancal and Aerospace Engneerng, Nanyang Technologcal Unversty, Sngapore; and Departments of 4 Bomedcal Engneerng, 5 Surgery, and 6 Cellular and Integratve Physology, Indana Unversty-Purdue Unversty Indanapols, Indanapols, Indana Submtted 25 May 2006; accepted n fnal form 15 January 2007 Zhong L, Tan R-S, Ghsta DN, Ng EY, Chua L-P, Kassab GS. Valdaton of a novel nonnvasve cardac ndex of left ventrcular contractlty n patents. Am J Physol Heart Crc Physol 292: H2764 H2772, Frst publshed January 19, 2007; do: /ajpheart Although there are several excellent ndexes of myocardal contractlty, they requre accurate measurement of pressure va left ventrcular (LV) catheterzaton. Here we valdate a novel nonnvasve contractlty ndex that s dependent only on lumen and wall volume of the LV chamber n patents wth normal and compromsed LV ejecton fracton (LVEF). By analyss of the myocardal chamber as a thck-walled sphere, LV contractlty ndex can be expressed as maxmum rate of change of pressure-normalzed stress (d*/dt max, where * /P and and P are crcumferental stress and pressure, respectvely). To valdate ths parameter, d*/dt max was determned from contrast cne-ventrculography-assessed LV cavty and myocardal volumes and compared wth LVEF, dp/dt max, maxmum actve elastance (E a,max ), and snglebeat end-systolc elastance [E es(sb) ] n 0 patents undergong clncally ndcated LV catheterzaton. Patents wth dfferent tertles of LVEF exhbt statstcally sgnfcant dfferences n d*/dt max. There was a sgnfcant correlaton between d*/dt max and dp/dt max (d*/ dt max dP/dt max 4.70, r 0.88, P 0.01), E a,max (d*/dt max 1.20E a,max 1.40, r 0.89, P 0.01), and E es(sb) [d*/dt max 1.60E es(sb) 1.20, r 0.88, P 0.01]. In 0 addtonal ndvduals, we determned senstvty of the parameter to changes n preload (ntravenous salne nfuson, n 10 subjects), afterload (sublngual glyceryl trntrate, n 10 subjects), and ncreased contractlty (ntravenous dobutamne, n 10 patents). We confrmed that the ndex s not dependent on load but s senstve to changes n contractlty. In concluson, d*/dt max s equvalent to dp/dt max, E a,max, and E es(sb) as an ndex of myocardal contractlty and appears to be load ndependent. In contrast to other measures of contractlty, d*/dt max can be assessed wth nonnvasve cardac magng and, thereby, should have more routne clncal applcablty. cardac mechancs; ventrcular elastance; ventrculography; wall stress THE QUEST TO DELINEATE and quantfy myocardal notropc functon n humans, ndependent of ventrcular loadng condtons, s an ongong preoccupaton of researchers and clncans (15 17, 19, 29, 45 47). In the left ventrcle (LV), the peak frst tme dervatve of LV ntracavty pressure (dp/dt max ), whch s reached just before aortc valve openng, s arguably the most senstve cardac ndex of notropcty and s the gold standard (15, 16). Accurate determnaton of dp/dt max requres measurement of ntraventrcular LV pressure by nvasve cardac catheterzaton. In some ndvduals wth mtral regurgtaton, dp/dt max may be approxmated from tme-resolved mtral regurgtaton veloctes, whch are acqured nonnvasvely usng contnuous-wave Doppler echocardography (1). In general, however, accurate nonnvasve assessment of ventrcular pressure s very dffcult. An addtonal dffculty wth LV dp/dt max s that t s not preload ndependent (2). Concevably, the LV pressure-volume relaton and elastance reflect LV contractle functon more accurately (22, 1, 2, 40, 42, 4). Suga and Sagawa (42) formalzed ths concept as the tme-varyng elastance of the ventrcle by defnng elastance (E) as follows: E(t) P(t)/ [V(t) V d ], where P(t) and V(t) represent ventrcular pressure and volume, respectvely, whch vary wth tme t, and V d s the LV volume correspondng to zero LV pressure obtaned by drawng a tangent to the pressure-volume curves at end ejecton. The end-systolc pressure-volume (ESPV) relaton, whch s the locus of pressure and volume ponts at end systole, has been shown to be nsenstve to varatons of the end-dastolc volume (preload) and the mean arteral pressure (afterload). The ESPV relaton s usually a straght lne wth a slope of E es (.e., elastance at end systole). It has been found that E es remans essentally constant f the preload and afterload are allowed to vary wthn the physologcal range but s senstve to notropc agents and schema. Hence, E es has been proposed as a load-ndependent ndex of contractlty of the ventrcle (2,, 7). The loadng condtons do affect E es, however, f ventrcular pressure and volume are made to vary over a wder range (4, 25). Under these condtons, the ESPV relaton becomes curvlnear, concave toward the volume axs, and load dependent. Hence, ndexes such as E es and the ESPV relaton lose ther clncal applcablty (2). Elastance measures also requre cardac catheterzaton for measurement of pressure, whch further reduces ther clncal utlty. An addtonal lmtaton of E es s the dffculty of changng afterload and obtanng multple pressure-volume data ponts n a gven subject whle mantanng a constant contractlty. Hence, t s mpractcal to use E es clncally for patent-specfc LV catheterzaton-ventrculography data. Recently, several approaches, generally referred to as the sngle-beat method [E es(sb) ], have been proposed for estmat- Downloaded from by on December 4, 2017 Address for reprnt requests and other correspondence: G. S. Kassab, Dept. of Bomedcal Engneerng, Indana-Purdue Unv., Indanapols, IN (e-mal: gkassab@upu.edu). The costs of publcaton of ths artcle were defrayed n part by the payment of page charges. The artcle must therefore be hereby marked advertsement n accordance wth 18 U.S.C. Secton 174 solely to ndcate ths fact. H /07 $8.00 Copyrght 2007 the Amercan Physologcal Socety

2 ng E es wthout loadng nterventons (7, 8, 44). Senzak et al. (7) descrbed a method for estmatng E es(sb) that s based on normalzed tme-varyng elastance curves. In subsequent studes, ths method was mproved by adjustment of the normalzed elastance curve to compensate for load dependences and contractlty (8). Zhong et al. (46) ntroduced the formulaton of an actve LV elastance term, E a,max, derved from LV pressure-volume data. E a represents LV myocardal sarcomere actvaton; hence, the peak E a (E a,max ) s hypotheszed to represent LV contractle functon. Nevertheless, the use of E a,max as an ntrnsc LV contractlty ndex s tempered by the need for nvasve LV pressure measurement and complex and tme-consumng computatons (see APPENDIX A). The dp/dt max s based on LV ntracavty pressure, whch s generated by an actve myocardal stress. Hence, t s more approprate to formulate an LV contractlty ndex on the bass of LV wall stress (5, 9, 24). Numerous methods have been devsed to measure LV wall stress (1) or to approxmate t by use of geometrc models (8, 19, 6). Measurement of transmural wall stress (wth mplantable stran gauges) s hampered, however, by the degree of couplng between the transducer and the ventrcular wall (5). We prevously hypotheszed that LV contractlty s the capacty of the LV to develop ntramyocardal stress to eject blood volume as rapdly as possble (45). On the bass of ths concept, we developed an LV contractlty ndex based on wall stress n a sphercal LV model. The LV contractlty ndex s formulated as follows: d(/p)/dt max or d*/dt max, where * /P. In contrast to dp/dt max, E a,max, and E es(sb), ths novel ndex s derved solely from LV ntracavty and myocardal wall volume data, whch can be determned nonnvasvely. Snce ths approach obvates the need for nvasve pressure measurement, t has the potental to become a clncal routne wth nonnvasve magng of ventrcular volume and myocardal mass. In the present study, we descrbe a proof of concept for ths novel stress-based LV contractlty ndex by valdatng t aganst dp/dt max, E a,max, and E es(sb) n 0 ndvduals wth dsparate ventrcular functon. Furthermore, we verfed the load ndependence of the ndex under dfferent preload and afterload condtons. METHODS Experment I: comparson of d*/dt max wth dp/dt max, E a,max, and E es(sb) determned from nvasve cardac catheterzaton. Thrty patents wth dverse cardac condtons undergong clncally ndcated nvasve cardac catheterzaton were enrolled n the study, whch was approved by the Local Research Ethcs Commttee. Informed consent was obtaned from each patent. The catheterzaton laboratory employs a Phlp Integrs Allura 9 wth the Dynamc Flat Detector (Phlps Medcal Systems, Best, The Netherlands) X-ray magng system. Standard technques used to advance catheters n retrograde fashon across the aortc valve allowed contnuous measurement of LV chamber pressure. The LV pressure was then dfferentated wth respect to tme for determnaton of maxmal rate of ncrease durng systole (LV dp/dt max). The peak ECG R wave was used as an end-dastolc tmng marker. Straght or angled sx-sde-hole pgtal catheters (5-F or 6-F) were used at the dscreton of the operator. Each patent underwent rapd bolus nfuson of 0 6 ml of nononc radopaque contrast soluton nto the LV through the pgtal catheter at ml/s. H2765 Ventrculograms were obtaned n the standard 0 rght anteror oblque projecton wth a 9-n. mage ntensfer at a speed of 50 frames per second. Ventrculography and hemodynamc data analyses were performed offlne. Planmetry of sngle-plane LV endocardal and epcardal areas (aded by automated border detecton) and LV long-axs length determnaton allowed calculaton of frame-to-frame varaton n LV ntracavty volumes as well as LV myocardal volumes usng the correspondng Vewstaton (Phlps Medcal Systems; Fg. 1) (, 0, 4). ECGs were recorded contnuously wth the ventrculograms. The mages chosen for planmetry were from the frst snus beat wth adequate opacfcaton. LV ejecton fracton (LVEF) was easly calculated from LV end-dastolc volume (LVEDV) and LV end-systolc volume (LVESV) as follows: LVEF (LVEDV LVESV)/LVEDV. The dp/dt max was calculated, usng Matlab software, as the maxmum frst tme dervatve of the LV pressure-tme plot (Fg. 2). The formulaton for calculaton of actve elastance s descrbed n APPENDIX A, and that of the proposed wall stress-based LV contractlty ndex s brefly descrbed below and n more detal n APPENDIX B. Experment II: load ndependence of echocardographcally derved d*/dt max. An addtonal 0 volunteers were subsequently recruted for studes n whch echocardographc examnatons were performed, and d*/dt max was derved from nonnvasvely determned LV cavty and myocardal volumes at baselne and after physologcal manpulatons of preload, afterload, or myocardal contractlty. The study was approved by the Local Research Ethcs Commttee, and nformed consent was obtaned from each ndvdual. There were three groups of volunteers: 10 healthy subjects were gven sublngual glyceryl trntrate (500 1,000 g) to decrease afterload, wth a target decrease n systolc blood pressure of 10% (group A), 10 healthy subjects receved ntravenous normal salne soluton (500 ml) over 20 0 mn to ncrease preload (group B), and 10 consecutve patents were scheduled to undergo clncally ndcated dobutamne stress echocardography (group C). In all subjects, echocardography was performed at baselne, as well as after alteratons of afterload, preload, and myocardal contractlty. In group C, echocardographc measurements were made durng ntravenous dobutamne nfuson at 5.0 gkg 1 mn 1, a dose that ncreases myocardal contractlty but does not have sgnfcant cardac chronotropc or volume effects. Fg. 1. ECG-trggered contrast cne left ventrculography at the rght anteror oblque projecton depctng opacfed left ventrcular (LV) cavty at the enddastolc phase of the cardac cycle. End-dastolc and end-systolc endocardal contours are outlned. An 4-cm segment of LV free wall epcardum at the juncton of the apcal and mddle thrds s also depcted. Average LV wall thckness s obtaned from the quotent of ths segmental area and segmental length. From ths, myocardal wall volume can be estmated (0, 4). Downloaded from by on December 4, 2017

3 H2766 Fg. 2. Top: LV pressure (P) and volume (V) throughout the cardac cycle [tme (n seconds) from start of sovolumc contracton] n 1 representatve subject (subject x). Measurements have been corrected for geometrc dstorton from the respectve recordng systems. Bottom: pressure-volume relaton n subject x. Ascendng numbers ndcate frame number (each frame lasts 20 ms) from begnnng of sovolumc contracton (frame 1). Frames 1 5, sovolumc contracton; frames 5 17, ejecton; frames 17 21, sovolumc relaxaton; frames 21 6, ventrcular fllng. All echocardograms were acqured usng Vvd 7 (General Electrc). M-mode measurements of the LV were obtaned, and LV mass was calculated usng standardzed methodology (6, 18). Myocardal volume was calculated by dvdng LV mass by myocardal densty (assumed to be 1.05 g/ml). Furthermore, two-dmensonal apcal fourand two-chamber vews of the LV were acqured, and end-dastolc and end-systolc endocardal contours were manually outlned. The correspondng LVEDV and LVESV were then automatcally determned usng Smpson s bplane method. Pulse-wave echocardographc Doppler nterrogaton of the LV outflow tract (LVOT) allowed, n the absence of sgnfcant mtral regurgtaton or aortc valve dysfuncton, calculaton of the maxmal LV volume rate (dv/dt max) durng ejecton: dv/dt max V peak AVA, where V peak s the peak velocty sampled at the LVOT and AVA s the aortc valve area (AVA D 2 /4, where D s the LVOT dameter measured n the 2-dmensonal parasternal long-axs mage of the heart). Substtuton of values of myocardal volume and dv/dt max nto Eq. 7 (see below) yelds d*/dt max. E es(sb) estmaton usng blnearly approxmated tme-varyng elastance. The algorthm s based on the elastance curve derved from the pressure-volume loop (8). It s prmarly focused on the shape of the curve, wth the assumpton of a dependence on contractlty and loadng condtons. The tme-varyng elastance s approxmated by a blnear functon: one for the sovolumc contracton phase and another for the ejecton phase. E es(sb) s then gven by E es(sb) [P ad (P ad P ed )/PEP ET P es ]/SV (1) where P ad s pressure at the end of sovolumc contracton, P ed s end-dastolc pressure, P es s end-systolc pressure, PEP s preejecton perod, ET s ejecton tme, s the rato of the slope n the ejecton phase to the slope n the sovolumc contracton phase, and SV s stroke volume. The bvarate model of Shshdo et al. (8) was used to estmate : EF 0.682PEP/(PEP ET), where EF s LV ejecton fracton. Dervaton of a novel wall stress-dependent LV contractlty ndex. For smplcty, we approxmate the LV as a thck-walled sphercal shell consstng of ncompressble, homogeneous, sotropc, elastc materal. The nner and outer rad of the shell are denoted r and r e, respectvely. The epcardal (outer) surface s consdered load free, whereas the endocardal surface s subjected to LV ntracavty pressure P(t), where t s tme. The crcumferental wall stress ( ) can be expressed at any transmural radal poston n the wall (r) as r P r r e r 1 r P r 1 r e e 2r r e 2r 1 r r e P r r r e 2r 1 r r e (see APPENDIX B for dervaton). In ths model, the maxmum wall stress occurs at the endocardum, r r, and s gven by () r P r /r e 1/2 1 r /r e The geometrc relaton between wall volume (V m), LV cavty volume (V), r, and r e can be expressed as (2) V m 4r e r / and V 4r / (4) If we combne Eqs. and 4, we obtan the desred result 1 V/(V m P V V m V) r P [V/(V m V) 1/2] 2V m P V 2V m 1 2 (5) By normalzng wall stress to LV ntracavty pressure (P), an ndex of LV contractle functon may result as /P V 2V m 1 2 (6) Ths noton s based on the premse that LV wall stress (due to LV myocardal sarcomere contracton) s responsble for the development of LV pressure. Hence, t s more ratonal to base LV contractlty ndex on LV wall stress per pressure, rather than on stress or pressure alone. Analogous to dp/dt max, we propose an LV contractlty ndex as the maxmal rate of change of pressure-normalzed wall stress d*/dt max d /P dt 2V max m dv dtmax Obvously, ths ndex s ndependent of pressure by defnton. (7) Downloaded from by on December 4, 2017

4 H2767 Data analyss. Mathematcal modelng and curve fttng were performed usng Matlab 6.5 software. Statstcal analyss was performed usng Medcalc statstcal software. All parametrc data are means SD. Statstcal sgnfcance was defned at P In experment I, the patents were dvded nto tertles accordng to ther LVEF for analyss. For multple-group comparsons, ANOVA was followed by Student-Newman-Keuls test for parwse comparsons f ANOVA revealed sgnfcant ntergroup dfferences. Lnear regresson analyss was employed to quantfy the correlaton between d*/dt max and other ndexes of LV contractlty [dp/dt max, E a,max, and E es(sb)]. In experment II, pared Student s t-test was used to compare parameters measured at baselne and after physologcal manpulaton. RESULTS Correlaton of d*/dt max wth dp/dt max,e a,max, and E es(sb). Thrty volunteers [mean 58.1 (range 48 77) yr of age, 1:2 male-to-female rato] wth dverse cardac condtons were recruted for experment I. Sample LV pressure-volume data from one patent are shown n Fg. 2. LVEF and dp/dt max were computed drectly from these traces. E a at varous tmes was also computed from the pressure-volume loops (Table 1), as descrbed n APPENDIX A. E a,max was extrapolated from the peak of the E a -tme curve (Fg. ). E es(sb) was also computed from the pressure-volume loop usng Eq. 1. Ages, heart rates, ejecton fractons, and derved LV contractlty parameters of the patents are shown n Table 2. The patents were dvded nto three groups on the bass of tertles of LVEF, wth 10 ndvduals n each group. Intergroup comparsons show sgnfcant dfferences (P 0.05) between the mean values of dp/dt max, E a,max, E es(sb), and d*/dt max n those n the hghest tertle compared wth those n lowest and mddle tertles. There s agreement n regard to the proposed ndex d*/ dt max wth dp/dt max, E a,max, and E es(sb) across the three tertles of ascendng LVEF values, wth statstcally sgnfcant dfferences n LV contractlty ndexes among the three groups. The average values of dp/dt max, E a,max, E es(sb), and d*/dt max for the hghest tertle were 1,60 97 mmhg/s, mmhg/ml, mmhg/ml, and s 1, respectvely. Values of dp/dt max, E es(sb), and d*/dt max were Table 1. E a at dscrete tme ponts durng sovolumc contracton and relaxaton n subject Frame No. () t, s P, mmhg V, ml Ea, mmhg/ml Isovolumc contracton Isovolumc relaxaton , Tme-n cardac cycle (frame no. from end dastole); t, tme from start of sovolumc contracton; P, measured left ventrcular (LV) ntracavty pressure; V, measured LV ntracavty volume. For sovolumc contracton, actve elastance (E a) at tme s calculated; for sovolumc relaxaton, E a,17 wll be determned from curve ft of Fg. 2. Fg.. Actve elastance (E a) values durng sovolumc contracton and relaxaton vs. tme from start of sovolumc contracton n subject x. Curve ft to Eq. A2 yelds E a, mmhg/ml, C s, Z C 1.61, d 0.28 s, R s, and E a, mmhg/ml (root mean square error mmhg/ml). statstcally sgnfcantly lower n patents n the lowest and mddle tertles had than those n the hghest tertle. Fgure 4 summarzes the correlaton between d*/dt max, dp/dt max, and E a,max, as well as E es(sb). Lnear regresson analyss revealed good correlaton between d*/dt max and dp/dt max, E a,max, and E es(sb), wth sgnfcant correlaton coeffcents of 0.9 n each case: d*/dt max dP/dt max 4.70 (r 0.88, P 0.01), d*/dt max 1.20E a,max 1.40 (r 0.89, P 0.01), and d*/dt max 1.60E es(sb) 1.20 (r 0.88, P 0.01). In contrast, the correlaton between d*/dt max and LVEF s less strong (r 0.71), as s the correlaton between E es(sb) and LVEF (r 0.78), underscorng the lack of specfcty of LVEF as an ndex of myocardal contractlty. Load ndependence of d*/dt max. In experment II, we studed alteratons n d*/dt max under varous loadng condtons. We nduced a sgnfcant decrease n blood pressure and ncrease n LVEDV n groups A and B, respectvely (Table ). There was no sgnfcant change n d*/dt max n response to Table 2. LV contractlty ndexes classfed nto tertles of LVEF Tertle Lowest Mddle Hghest EF * * Age, yr Heart rate, beats/mn dp/dt max, mmhg/s * 1,12111* 1,6097 E a,max, mmhg/ml * * E es(sb), mmhg/ml * * d*/dt max, s * * Values are means SD. EF, ejecton fracton; dp/dt max, peak frst tme dervatve of ventrcular pressure; d*/dt max, LV contractlty ndex; E a,max, maxmum LV elastance; E es(sb), sngle-beat LV end-systolc elastance. *Sgnfcantly dfferent from hghest tertle (P 0.05). Downloaded from by on December 4, 2017

5 H2768 afterload reducton or preload ncrease. In contrast, there was a sgnfcant ncrease n d*/dt max durng dobutamne nfuson (5 gkg 1 mn 1 ) compared wth baselne d*/dt max ( vs s 1, P 0.0) n group C. Fg. 4. Lnear regresson analyss demonstrates good correlaton between d*/ dt max and dp/dt max (d*/dt max dP/dt max 4.70, r 0.88; A), between d*/dt max and E a,max (d*/dt max 1.20E a,max 1.40, r 0.89; B), and between d*/dt max and E es(sb) [d*/dt max 1.60E es(sb) 1.20, r 0.88; C]. DISCUSSION Any ndex of contractlty n the ntact heart may be crtczed as somewhat arbtrary because of lack of an deal descrptor of the ntrnsc LV contractle state. Despte ts establshed acceptablty, LV dp/dt max s an extrnsc measure of LV contractlty that has been shown to be load dependent (2). It s therefore mportant to represent LV contractlty by means of an ntrnsc property of the LV that s ndependent of the preload and afterload. In ths regard, E es and E a,max are effectve contractlty ndexes (2,, 46). Smlar to dp/dt max, however, ther determnaton requres nvasve catheterzaton for measurement of LV pressure. Durng LV systole, LV wall stress s generated ntrnscally by sarcomere contracton and results n the development of extrnsc LV pressure. LV wall stress s dependent on wall thckness, LV geometry, and chamber pressure and sarcomere contracton. Hence, t s ratonal to quantfy the LV wall stress as an ntrnsc measure of myocardal contractlty. For example, Hood et al. (12) evaluated stress as an ndex of the approprateness of the anatomc and functonal response to any gven pressure or volume load, but they were unable to provde a formulaton for the normalzed LV stress. A smlar noton has been suggested by several nvestgators (5, 12, 24). Here, we present the frst valdated formulaton of a stressdependent contractlty ndex d*/dt max. The LV wall stress also has a bearng on the myocardal oxygen supply-and-demand, whch potentally nfluences contractle functon. As wall stress ncreases, stran energy and myocardal oxygen demand ncrease n tandem (41). Increased wall stress can also reduce myocardal oxygen supply by compresson of ntramural arteral blood flow, whch augments flow resstance (11). Hence, LV wall stress s only one determnant of LV myocardal perfuson. Other factors nclude pressure n the coronary vessels and coronary vasculature and LV myocardal porosty. The latter s n part nfluenced by LV wall stress. We have valdated a new LV contractlty ndex, d*/dt max, based on the maxmum rate of development of LV wall stress wth respect to LV pressure. From the rght-hand sde of Eq. 7, ths ndex s also seen to represent the maxmal flow rate from the ventrcle (cardac output) normalzed to myocardal volume (or mass). The cardac output has been used as a measure of myocardal contractlty n rats, provded that the nfluences of afterload are taken nto account (7). Furthermore, normalzaton of ventrcular measurements to the myocardal volume or mass has been used to standardze pressure-volume relatons (2, 10). The present model formalzes these features analytcally. The peak rates of myocardal stress (d/dt) and LV pressure (dp/dt) development typcally occur durng the sovolumc contracton phase (Fg. 5, B and D, respectvely). The rate of development of pressure-normalzed wall stress (* /P) durng sovolumc contracton, however, s nearly zero because of the small changes of LV geometry durng sovolumc contracton (Fg. 5F). In Eq. 7, the peak rate of normalzed wall Downloaded from by on December 4, 2017

6 Table. Hemodynamc varables at baselne and after physologcal manpulaton wth glyceryl trntrate, salne, and dobutamne H2769 GTN Salne Dobutamne Baselne After Baselne After Baselne After MAP, mmhg * SV, ml * LVEDV, ml * d*/dt max, s * Values are means SD. (n 10). GTN, glyceryl trntrate; LVEDV, left ventrcular end-dastolc volume; MAP, mean arteral pressure; SV, stroke volume. *Sgnfcantly dfferent from baselne (P 0.05). Note sgnfcant decrease n MAP and LVEDV after glyceryl trntrate admnstraton and sgnfcant ncrease n LVEDV after salne nfuson. stress d*/dt (left-hand sde of Eq. 7) occurs durng the ejecton phase (Fg. 5F), consstent wth the peak cardac output durng the ejecton phase (rght-hand sde of Eq. 7). Hence, there s synchronzaton between the novel contractlty ndex and the rate of ejecton, as suggested by Eq. 7. In the 0 patents studed n experment I, d*/dt max correlated very well wth the tradtonal and nvasvely determned dp/dt max and E a,max, as well as wth the computed end-systolc elastance E es(sb) (Fg. 4). These data valdate the proposed contractlty ndex. Addtonally, d*/dt max has the dual advantage of requrng relatvely smple computatons wth no requrement for nvasve LV pressure measurement. In Fg. 4, there exsts a nonzero ntercept for d*/dt max, whch mples a resdual d*/dt max, even n an LV wth an mpared sarcomere and, hence, zero values of dp/dt max, E a,max,ore es(sb). In the 0 addtonal subjects/patents studed n experment II, d*/dt max s nsenstve to preload changes nduced by ntravenous salne nfuson and afterload changes nduced by glyceryl trntrate but s senstve to changes n contractlty provoked by an nfuson of dobutamne. The use of ntroglycern to vary afterload results n a declne n preload (a decrease n EDV, albet not statstcally sgnfcant). In future studes, the afterload resstance or mpedance must be measured to ensure the desred effect on afterload;.e., the ndex needs to be further tested n the settng of acute changes n vascular mpedance load. Downloaded from by on December 4, 2017 Fg. 5. Plot of wall stress (; A), rate of wall stress (d/dt; B), LV pressure (P; C), rate of LV pressure (dp/dt; D), pressure-normalzed wall stress (* /P; E), and rate of * (d*/dt; F) vs. tme. Data were obtaned from 1 typcal subject.

7 H2770 Tradtonal axsymmetrc models of LV determne wall stress at the equator of a thck-walled sphere. For the formulaton of the new ndex, the LV was modeled as a pressurzed thck-walled sphere. Smlar geometrc assumptons had been made by nvestgators studyng LV pressure-volume dynamcs n small anmal models (14, 26). Ths was done to reduce the mathematcal complexty of calculaton, whch s especally pertnent n clncal cases. Regardless of the smplfed LV sphercal model, the present results ndcate that d*/dt max can dstngush between mpared and normal LVEF and correlates well wth dp/dt max, E a,max, and E es(sb). Future studes must consder more realstc geometres, such as an ellpsod or patent-specfc fnte-element model of the heart. Those mprovements n model must be weghed aganst the ncurred computatonal cost. Angocardography s frequently used for determnaton of heart dmensons n humans. Numerous studes have shown that, when used properly, such measurements are relable and reasonably accurate (, 20, 4, 5). There s no doubt that MR magng technques are more accurate and reproducble. The development and refnement of three-dmensonal cne-mr magng technques have enabled reconstructon of the ventrcle by the nterleavng of multple long- and short-axs mages. Smlarly, three-dmensonal echocardography has also developed to a level of sophstcaton that permts expedtous and accurate determnaton of LV volumes and mass (27, 28). These magng modaltes can thus provde very accurate geometrc models of the heart that can yeld relable estmates of myocardal contractlty. In concluson, we valdate a novel ndex of LV contractlty that can dscrmnate between patents wth dfferent LVEF values. Ths ndex can be determned nonnvasvely from LV cavty and wall volume measurements and can become a routne clncal adjunct to echocardographc or cardac MR magng for assessment of LV contractlty and functon. Our data demonstrate that d*/dt max correlates well wth dp/dt max, E a,max, and E es(sb), s ndependent of changes n preload and afterload, and s senstve to changes n myocardal contractlty. APPENDIX A Calculaton of E a from LV pressure and volume data. The governng dfferental equaton relatng LV ntracavty pressure (P) and volume (V) s gven by Zhong et al. (46) dp M(dV ) dev MdV VdE EdV (A1) where M s the nerta term and E s the sum of LV passve and actve elastance (E p and E a). E p governs the pressure response to volume change and can be expressed as a monoexponental functon, and E a characterzes ntrnsc LV stffness attrbutable to actvaton of the myocardal sarcomere durng actve contracton and relaxaton. The relaxaton can also be deemed to be an actve process requrng actve decouplng of Ca 2 from myocardal contractle protens. An E a term was prevously formulated as (46) E a E a,01 e t C Z ce td R Z R (A2) where t represents tme from the start of sovolumc contracton, E a,0 s the E a coeffcent, C s the tme coeffcent of the rate of elastance rse durng LV contracton, R s the tme coeffcent of the rate of elastance fall durng LV relaxaton, and d s a tme constant. The exponents Z C and Z R were ntroduced to smooth out the E a curve durng sovolumc contracton and relaxaton. It was proposed that E a,max may be adopted as an ntrnsc measure of LV contractlty. The parameter d s a tme constant durng the ejecton phase; the term u(t d) s the unt step functon: u(t d) 0 for t d. Durng sovolumc contracton, when u(t d) 0, Eq. A2 reduces to E a E a,01 e t C Z c (A) Durng sovolumc contracton and sovolumc relaxaton, LV volume and E p are constant. Wth dv 0 and dv 0, Eq. A1 becomes VdE dp, whch can be dscretzed for any tme durng the sovolumc contracton as V E E 1 V E a, E p, E a,1 E p,1 (A4) V E a, E p,ed E a,1 E p,ed dp and, for tme durng the sovolumc relaxaton, as V E a, E p, E a,1 E p,1 (A5) V E a, E p,es E a,1 E p,es dp where V and P are LV volume and pressure measured at tme, E p,es s passve elastance at end dastole, and E p,es s passve elastance at end systole. Applyng Eqs. A4 and A5 to study measured LV pressure and volume data allows calculaton of E a durng sovolumc contracton and relaxaton for varous patents (Table 1). In each patent, E a,0, C, and Z C n Eq. A can be determned from a curve ft of LV pressure and volume data durng sovolumc contracton. Substtutng the values of these parameters nto the more general E a of Eq. A2, the remanng parameters d, R, and Z R can be determned smlarly to ft LV pressure and volume data durng sovolumc relaxaton. The resultant smooth curve ft functon of Eq. A2 represents E a at all tmes and enables determnaton of E a,max (Fg. 2). APPENDIX B Analyss of wall stress n a thck-walled sphercal LV model based on the theory of elastcty (9). The LV was modeled as a pressurzed thck-walled sphercal shell. If u r represents the radal dsplacement of a sphercal surface element n the LV wall at radus r, then, at the outer surface of radus r r, the correspondng radal dsplacement can be expressed as u r (u r/r)dr. Stran n the radal drecton ( r) s then gven by u r u r r dr r dr u r u r r (B1) Sphercal symmetry mples that strans n the orthogonal crcumferental axes ( and ) are dentcal. Therefore, stran n the crcumferental drecton ( )s 2r u r 2r u r 2r r Strans along the three orthogonal axes are r u r r, u r r, and u r r (B2) (B) Smlarly,. For equlbrum n the radal drecton, we have r 2r2r r r r r2r r2 2r r 22r sn 2r r 22r sn 0 Snce,d r ( r/r)r, and Eq. B4 reduces to (B4) Downloaded from by on December 4, 2017

8 H d r 2 dr r2 r 2 r (B5) On the bass of Hooke s law, we can express the consttutve equaton as r 1 E r u r r or du r dr 1 E r 2 (B6) where E s the elastc modulus and v s the Posson s rato. Smlarly, from Eq. B2 1 E r u r r or u r r 1 E 1 r Dfferentatng Eq. B7 wth respect to r, we obtan (B7) du r dr E1 1 r r r (B8) r r Equatons B6 and B8 can be combned as 1 dr dr dr r r 2 0 dr If we combne (Eq. A5) nto Eq. A9, we obtan 1 d 2 r 2 r dr r 2 dr 2 r dr 2 r 0 dr r dr If we substtute r 2 r y, Eq. B10 becomes d2 y dr 2 r dy dr y r y 2 r dy 2 r dr 0 or d2 y dr 2 2y r 2 0 Ths yelds a homogeneous lnear equaton wth the soluton y Ar 2 B r and r y r 2 A B r where A and B are constants. From Eqs. B5 and B12, wefnd A B 2r (B9) (B10) (B11) (B12) (B1) For a thck-walled sphercal shell subjected to nternal pressure (P ) and zero external pressure, the boundary condtons are r P when r r and r 0 when r r e. From Eq. B12, we obtan A B r P and A B 0 (B14) r e Hence, we can determne the constants of ntegraton as A r P r and B r e r P e r r e r (B15) From Eqs. B12 B14, expressons for radal and crcumferental stresses are r r P r e r 1 r e r r P r e r 1 r e 2r (B16) (B17) The present formulaton wll focus on the crcumferental stress, whch s sgnfcantly larger n magntude than and opposte n sgn (tensle) from the radal (compressve) stress. ACKNOWLEDGMENTS We are grateful to Drs. Lm Soo-Tek and K. Gunasegaran (Natonal Heart Centre) for professonal and techncal assstance n cne ventrculography and stress echocardography. GRANTS Ths study was supported by Sngapore A*STAR Research Grant and Natonal Heart, Lung, and Blood Insttute Grant 2 R01 HL REFERENCES 1. Barggga GS, Bertucc C, Recusan F, Rasaro A, de Serv S, Valdes- Cruz LM, Sahn DJ, Troncon L. A new method for estmatng left ventrcular dp/dt by contnuous-wave Doppler echocardography. Valdaton studes at cardac catheterzaton. Crculaton 80: , Belcher P, Boerboom LE, Olnger GN. Standardzaton of end-systolc pressure-volume relaton n the dog. Am J Physol Heart Crc Physol 249: H547 H55, Brower PW, Meester GT, Hugenholtz PG. Quantfcaton of ventrcular performance: a computer-based system for the analyss of angographc data. Cathet Cardovasc Dagn 1: 1 155, Burkhoff D, de Tombe PP, Hunter WC. Impact of ejecton on magntude and tme course of ventrcular pressure-generaton capacty. Am J Physol Heart Crc Physol 265: H899 H90, DeAnda A Jr, Komeda M, Moon MR, Green GR, Bolger AF, Nkolc SD, Daughters GT, Mller DC. Estmaton of regonal left ventrcular wall stresses n ntact canne hearts. Am J Physol Heart Crc Physol 275: H1879 H1885, Devereux RB, Alonso DR, Lutas EM, Gottleb GJ, Campo E, Sachs I, Rechek N. Echocardographc assessment of left ventrcular hypertrophy: comparson to necropsy fndngs. Am J Cardol 57: , De Wldet DJ, Sangster B. An evaluaton of derved aortc blood flow parameters as ndces of myocardal contractlty n rats. J Pharmacol Methods 10: 55 64, Falsett HL, Mates RE, Grant C, Greene DG, Bunnell IL. Left ventrcular wall stress calculated from one-plane cneangography. Crc Res 26: 71 8, Ffer MA, Gunther S, Grossman W, Mrsky I, Carabello B, Barry W. Myocardal contractle functon n aortc stenoss as determned from the rate of stress development durng sovolumc systole. Am J Cardol 44: , Goto T, Slnker BK, LeWnter MM. Smlar normalzed E max and O 2 consumpton pressure-volume area relaton n rabbt and dog. Am J Physol Heart Crc Physol 255: H66 H74, Hoffman JIE, Baer RW, Hanley FL, Messna LM. Regulaton of transmural myocardal blood flow. J Bomech Eng 107: 2 9, Hood WP, Rackley CE, Rolett EL. Wall stress n the normal and hypertrophed human left ventrcle. Am J Cardol 22: , Husman RM, Elznga G, Westerhof N, Spkema P. Measurement of left ventrcular wall stress. Cardovasc Res 14: , Janz RF, Kubert BR, Mrsky I, Korecky B, Tachman GC. Effect of age on passve elastc stffness of rat heart muscle. Bophys J 16: , Kass DA, Beyar R. Evaluaton of contractle state by maxmal ventrcular power dvded by the square of end-dastolc volume. Crculaton 84: , Kass DA, Maughan WL, Guo ZM, Kono A, Sunagawa K, Sagawa K. Comparatve nfluence of load versus notropc states on ndces of ventrcular contractlty: expermental and theoretcal analyss based on pressure-volume relatonshps. Crculaton 76: , Lambert CR, Nchols WW, Pepne CJ. Indces of ventrcular contractle state: comparatve senstvty and specfcty. Am Heart J 106: , Lang RM, Berg M, Devereux RB, Flachskampf FA, Foster E. Recommendatons for chamber quantfcaton. J Am Soc Echocardogr 18: , Mason DT, Braunwald E, Covell JW, Sonnenblck EH, Ross J. Assessment of cardac contractlty. Crculaton 44: 47 58, Masquet C, Slama MS, Dbe A, Sheehan FH, Lenard J. Normal left ventrcular volume and ejecton fracton: assessment wth quanttatve dgtal cardoangography. Int J Card Imagng 14: 27 6, Mrsky I. Elastc propertes of the myocardum: a quanttatve approach wth physologcal and clncal applcatons. In: Handbook of Physology. Downloaded from by on December 4, 2017

9 H2772 The Cardovascular System. The Heart. Bethesda, MD: Am. Physol. Soc., 1979, sect. 2, vol. I, chapt. 14, p Mrsky I, Tajm T, Peterson KL. The development of the entre end-systolc pressure-volume and ejecton fracton-afterload relatons: a new concept of systolc myocardal stffness. Crculaton 76: 4 56, Muler JP. Ventrcular Pressure as a Functon of Volume and Flow (Ph.D. thess). Leuven, The Netherlands: Unversty of Leuven, Nakano K, Sugawara M, Ishhara K, Kanazawa S, Corn WJ, Denslow S, Bederman RWW, Carabello BA. Myocardal stffness derved from end-systolc wall stress and logarthm of recprocal of wall thckness: contractlty ndex ndependent of ventrcular sze. Crculaton 82: , Noda T, Cheng CP, de Tombe PP, Lttle WC. Curvlnearty of LV end-systolc pressure-volume and dp/dt max-end-dastolc volume relatons. Am J Physol Heart Crc Physol 265: H910 H917, Okuyama H. Pressure-velocty relaton n the solated rabbt left ventrcle. Jpn J Physol : , Paspoulardes AD, Shu M, Womack MS, Shah A, von Ramm O, Glower DD. RV functonal magng: -D echo-derved dynamc geometry and flow feld smulatons. Am J Physol Heart Crc Physol 284: H56 H65, Pemberton M, L XK, Kenny A, Daves CH, Mnette MS, Sahn D. Real-tme -dmensonal Doppler echocardography for the assessment of stroke volume: an n vvo human study compared wth standard 2-dmensonal echocardography. J Am Soc Echocardogr 18: , Peterson KL, Skloven D, Ludbrook P, Uther JB, Ross J. Comparson of sovolumc and ejecton phase ndces of myocardal performance n man. Crculaton 49: , Rachley CE, Dodge HT, Coble YD Jr, Hay RE. A method for determnng left ventrcular mass n man. Crculaton 29: , Sagawa K. The ventrcular pressure-volume dagram revsted. Crc Res 4: , Sagawa K. The end-systolc pressure-volume relaton of the ventrcles: defnton, modfcaton and clncal use. Crculaton 6: , Sagawa K, Maughan L, Suga H, Sunagawa K. Cardac Contracton and the Pressure-volume Relatonshp. New York: Oxford Unversty Press, 1988, p Sandler H, Dodge HT. The use of sngle plane angocardograms for the calculaton of left ventrcle volume n man. Am Heart J 75: 25 4, Sandler H, Dodge HT. Angocardographc methods for determnaton of left ventrcular geometry and volume. In: Cardac Mechancs, edted by Msky et al. New York: Wley, 197, chapt. 6, p Segar DS, Moran M, Ryan T. End-systolc regonal wall stress-length and stress-shortenng relatons n an expermental model of normal, schemc and reperfused myocardum. J Am Coll Cardol 17: , Senzak H, Chen CH, Kass DA. Sngle-beat estmaton of end-systolc pressure-volume relaton n humans. A new method wth the potental for nonnvasve applcaton. Crculaton 94: , Shshdo T, Hayash K, Shgem K, Sato T, Sugmach M, Sunagawa K. Sngle-beat estmaton of end-systolc elastance usng blnearly approxmated tme-varyng elastance. Crculaton 102: , Srnath LS. Advanced Mechancs of Solds. New Delh: McGraw-Hll, 2001, chapt. 8, p Suga H. Tme course of left ventrcular pressure-volume relatonshps under varous end dastolc volume. Jpn Heart J 10: , Suga H. Total mechancal energy of a ventrcle model and cardac oxygen consumpton. Am J Physol Heart Crc Physol 26: H498 H505, Suga H, Sagawa K. Instantaneous pressure-volume relatonshps and ther rato n the excsed, supported canne left ventrcle. Crc Res 5: , Suga H, Sagawa K, Shoukas AA. Load ndependence of the nstantaneous pressure-volume rato of the canne left ventrcle and effects of epnephrne and heart rate on the rato. Crc Res 2: 14 22, Takeuch M, Igarash Y, Tommoto S, et al. Sngle-beat estmaton of the slope of the end-systolc pressure-volume relaton n the human left ventrcle. Crculaton 8: , Zhong L. Bomechancal Engneerng Indces for Cardac Functon and Dysfuncton Durng Fllng and Ejecton Phase (Ph.D. thess). Sngapore: Nanyang Technologcal Unversty, Zhong L, Ghsta DN, Ng EYK, Lm ST. Passve and actve ventrcular elastances of the left ventrcle. Bomed Eng Onlne 4: 10, Zhong L, Ghsta DN, Ng EYK, Lm ST, Chua TSJ. Measures and ndces for ntrnsc characterzaton of cardac dysfuncton durng fllng and systolc ejecton. J Mech Med Bol 5: 07 2, Downloaded from by on December 4, 2017

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

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

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

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

A PHYSIOLOGICAL MODEL DESCRIBING DOBUTAMINE INTERACTION WITH SEPTIC PATIENTS: A SIMULATION STUDY

A PHYSIOLOGICAL MODEL DESCRIBING DOBUTAMINE INTERACTION WITH SEPTIC PATIENTS: A SIMULATION STUDY A PHYSIOLOGICAL MODL DSCRIBING DOBUTAMIN INTRACTION WITH SPTIC PATINTS: A SIMULATION STUDY M.A. Denaï *, M. Mahfouf * and J.J. Ross ** * Dept of Automatc Control & Systems ng., Unv of Sheffeld, Sheffeld,

More information

Muscle Activating Force Detection Using Surface Electromyography

Muscle Activating Force Detection Using Surface Electromyography Muscle force, F v (v m ) (Fracton of maxmum sometrc force) Muscle force, F l (l m ) (Fracton of maxmum sometrc force) Muscle Actvatng Force Detecton Usng Surface Electromyography Saran KEERATIHATTAYAKORN

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

Validation of a novel noninvasive cardiac index of left ventricular contractility in patients

Validation of a novel noninvasive cardiac index of left ventricular contractility in patients Am J Physiol Heart Circ Physiol 292: H2764 H2772, 2007. First published January 19, 2007; doi:10.1152/ajpheart.00540.2006. Validation of a novel noninvasive cardiac index of left ventricular contractility

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

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

A SIMULATION STUDY OF MECHANISM OF POSTFLIGHT ORTHOSTATIC INTOLERANCE

A SIMULATION STUDY OF MECHANISM OF POSTFLIGHT ORTHOSTATIC INTOLERANCE Proceedngs 3rd Annual Conference IEEE/EMBS Oct.5-8, 001, Istanbul, TURKEY A SIMULATION STUDY OF MECHANISM OF POSTFLIGHT ORTHOSTATIC INTOLERANCE W. Y HAO 1, J. BAI 1, W. Y. ZHANG, X. Y. WU 3 L. F. ZHANG

More information

EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS

EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS Chalcogende Letters Vol. 12, No. 2, February 2015, p. 67-74 EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS R. EL-MALLAWANY a*, M.S. GAAFAR b, N. VEERAIAH c a Physcs Dept.,

More information

Left Ventricular Contributions to Right Ventricular Systolic Function During LVAD Support

Left Ventricular Contributions to Right Ventricular Systolic Function During LVAD Support Left Ventrcular Contrbutons to Rght Ventrcular Systolc Functon Durng LVAD Support Wllam P. Santamore, PhD, and Laman A. Gray, Jr, MD Dvson of Thoracc and Cardovascular Surgery, Unversty of Lousvlle, Lousvlle,

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

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

PHYSIOLOGICAL MODELLING OF HEMODYNAMIC EFFECTS OF SIMULTANEOUS ADMINISTRATION OF NORADRENALINE AND DOBUTAMINE TO SEPTIC PATIENTS IN CICU

PHYSIOLOGICAL MODELLING OF HEMODYNAMIC EFFECTS OF SIMULTANEOUS ADMINISTRATION OF NORADRENALINE AND DOBUTAMINE TO SEPTIC PATIENTS IN CICU PHYSIOLOGICAL MODELLING OF HEMODYNAMIC EFFECTS OF SIMULTANEOUS ADMINISTRATION OF NORADRENALINE AND DOBUTAMINE TO SEPTIC PATIENTS IN CICU M. Mahfouf 1 M.A. Denaï 1 J.J. Ross 2 1 Dept of Automatc Control

More information

The Influence of the Isomerization Reactions on the Soybean Oil Hydrogenation Process

The Influence of the Isomerization Reactions on the Soybean Oil Hydrogenation Process Unversty of Belgrade From the SelectedWorks of Zeljko D Cupc 2000 The Influence of the Isomerzaton Reactons on the Soybean Ol Hydrogenaton Process Zeljko D Cupc, Insttute of Chemstry, Technology and Metallurgy

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

Preclinical research. Introduction. * Corresponding author. Tel: þ ; fax: þ address:

Preclinical research. Introduction. * Corresponding author. Tel: þ ; fax: þ address: European Heart Journal (2007) 28, 2792 2798 do:10.1093/eurheartj/ehm241 Preclncal research Mult-parameter n vvo cardac magnetc resonance magng demonstrates normal perfuson reserve despte severely attenuated

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 EFFICIENCY CONSIDERATIONS FOR THE PURELY TAPERED INTERFERENCE FIT (TIF) ABUTMENTS USED IN DENTAL IMPLANTS by Dnçer Bozkaya, Graduate Student Snan Müftü 1, Ph.D. Assocate Professor Northeastern Unversty

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

Modeling the Survival of Retrospective Clinical Data from Prostate Cancer Patients in Komfo Anokye Teaching Hospital, Ghana

Modeling the Survival of Retrospective Clinical Data from Prostate Cancer Patients in Komfo Anokye Teaching Hospital, Ghana Internatonal Journal of Appled Scence and Technology Vol. 5, No. 6; December 2015 Modelng the Survval of Retrospectve Clncal Data from Prostate Cancer Patents n Komfo Anokye Teachng Hosptal, Ghana Asedu-Addo,

More information

Investigation of zinc oxide thin film by spectroscopic ellipsometry

Investigation of zinc oxide thin film by spectroscopic ellipsometry VNU Journal of Scence, Mathematcs - Physcs 24 (2008) 16-23 Investgaton of znc oxde thn flm by spectroscopc ellpsometry Nguyen Nang Dnh 1, Tran Quang Trung 2, Le Khac Bnh 2, Nguyen Dang Khoa 2, Vo Th Ma

More information

Continuous Determination of Beat-to-Beat Stroke Volume from Aortic Pressure Pulses in the Dog

Continuous Determination of Beat-to-Beat Stroke Volume from Aortic Pressure Pulses in the Dog 15 Contnuous Determnaton of Beat-to-Beat Stroke Volume from Aortc Pressure Pulses n the Dog MAURICE J. BOURGEOIS, M.D., BARRY K. GILBERT, PH.D., GOETZ VON BERNUTH, M.D., AND EARL H. WOOD, M.D., PH.D. SUMMARY

More information

Myocardial Motion Analysis of Echocardiography Images using Optical Flow Radial Direction Distribution

Myocardial Motion Analysis of Echocardiography Images using Optical Flow Radial Direction Distribution Journal of Computer Scence 7 (7): 1046-1051, 011 ISSN 1549-3636 011 Scence Publcatons Myocardal Moton Analyss of Echocardography Images usng Optcal Flow Radal Drecton Dstrbuton Slamet Ryad, Mohd Marzuk

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

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

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

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 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

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

ST Segment Tracking for Rapid Determination of Patency of the Infarct-Related Artery in Acute Myocardial Infarction JACC Vol. 26, No. 3 675 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,

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

(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

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

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

Experimental Study of Dielectric Properties of Human Lung Tissue in Vitro

Experimental Study of Dielectric Properties of Human Lung Tissue in Vitro Journal of Medcal and Bologcal Engneerng, 34(6): 598-64 598 Expermental Study of Delectrc Propertes of Human Lung Tssue n Vtro Je-Ran Wang 1 Ben-Yuan Sun 1 Hua-Xang Wang 1,* Shan Pang 1 Xao Xu Qng Sun

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

Title. Author(s)Salmingo, Remel; Tadano, Shigeru; Fujisaki, Kazuhiro. CitationClinical Biomechanics, 27(6): Issue Date Doc URL.

Title. Author(s)Salmingo, Remel; Tadano, Shigeru; Fujisaki, Kazuhiro. CitationClinical Biomechanics, 27(6): Issue Date Doc URL. Ttle Correctve force analyss for scoloss from mplant Author(s)Salmngo, Remel; Tadano, Shgeru; Fujsak, Kazuhro CtatonClncal Bomechancs, 27(6): 545-550 Issue Date 2012-07 Doc URL http://hdl.handle.net/2115/49633

More information

Effect on Left Ventricular Performance of Stimulation of an Afferent Nerve from Muscle

Effect on Left Ventricular Performance of Stimulation of an Afferent Nerve from Muscle Effect on Left Ventrcular Performance of Stmulaton of an Afferent Nerve from Muscle By Jere H. Mtchell, M.D., Donald S. Menwak, M.D., Kern Wldenthal, M.D., Wllam D. Wlls, Jr., M.D., Ph.D., and Alvn M.

More information

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

Appendix for. Institutions and Behavior: Experimental Evidence on the Effects of Democracy

Appendix for. Institutions and Behavior: Experimental Evidence on the Effects of Democracy Appendx for Insttutons and Behavor: Expermental Evdence on the Effects of Democrac 1. Instructons 1.1 Orgnal sessons Welcome You are about to partcpate n a stud on decson-makng, and ou wll be pad for our

More information

EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF SPERM CELL MOVEMENT. 1. INTRODUCTION

EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF SPERM CELL MOVEMENT. 1. INTRODUCTION JOURNAL OF MEDICAL INFORMATICS & TECHNOLOGIES Vol.3/00, ISSN 64-6037 Łukasz WITKOWSKI * mage enhancement, mage analyss, semen, sperm cell, cell moblty EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF

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

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

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

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

Effects of Stimulation Frequency on Myocardial Extensibility

Effects of Stimulation Frequency on Myocardial Extensibility Effects of Stmulaton Frequency on Myocardal Extensblty By Erc O. Fegl, M.D. ABSTRACT Whether a change n myocardal eontracthty s accompaned by a change n dastolc extensblty was studed by alterng stmulaton

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

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

HEMODYNAMIC SIMULATION FOR CONGENITAL HEART DISEASE

HEMODYNAMIC SIMULATION FOR CONGENITAL HEART DISEASE Seventh Internatonal Conference on CFD n the Mnerals and Process Industres CSIRO, Melbourne, Australa 9-11 December 2009 HEMODYNAMIC SIMULATION FOR CONGENITAL HEART DISEASE J L LIU 1, Y QIAN 1, 4*, M UMEZU

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

The Limits of Individual Identification from Sample Allele Frequencies: Theory and Statistical Analysis

The Limits of Individual Identification from Sample Allele Frequencies: Theory and Statistical Analysis The Lmts of Indvdual Identfcaton from Sample Allele Frequences: Theory and Statstcal Analyss Peter M. Vsscher 1 *, Wllam G. Hll 2 1 Queensland Insttute of Medcal Research, Brsbane, Australa, 2 Insttute

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

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

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

Supplemental Material can be found at:

Supplemental Material can be found at: methods Lposcale: a novel advanced lpoproten test based on 2D dffuson-ordered 1 H NMR spectroscopy Roger Mallol, 1, *,, Núra Amgó, *,, Mguel A. Rodríguez,, ** Mercedes Heras,, Mara Vnaxa, *, Núra Plana,,

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

A GEOGRAPHICAL AND STATISTICAL ANALYSIS OF LEUKEMIA DEATHS RELATING TO NUCLEAR POWER PLANTS. Whitney Thompson, Sarah McGinnis, Darius McDaniel,

A GEOGRAPHICAL AND STATISTICAL ANALYSIS OF LEUKEMIA DEATHS RELATING TO NUCLEAR POWER PLANTS. Whitney Thompson, Sarah McGinnis, Darius McDaniel, A GEOGRAPHICAL AD STATISTICAL AALYSIS OF LEUKEMIA DEATHS RELATIG TO UCLEAR POWER PLATS Whtney Thompson, Sarah McGnns, Darus McDanel, Jean Sexton, Rebecca Pettt, Sarah Anderson, Monca Jackson ABSTRACT:

More information

INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE

INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE Wang Yng, Lu Xaonng, Ren Zhhua, Natonal Meteorologcal Informaton Center, Bejng, Chna Tel.:+86 684755, E-mal:cdcsjk@cma.gov.cn Abstract From, n Chna meteorologcal

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

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

A New Diagnosis Loseless Compression Method for Digital Mammography Based on Multiple Arbitrary Shape ROIs Coding Framework

A New Diagnosis Loseless Compression Method for Digital Mammography Based on Multiple Arbitrary Shape ROIs Coding Framework I.J.Modern Educaton and Computer Scence, 2011, 5, 33-39 Publshed Onlne August 2011 n MECS (http://www.mecs-press.org/) A New Dagnoss Loseless Compresson Method for Dgtal Mammography Based on Multple Arbtrary

More information

Sparse Representation of HCP Grayordinate Data Reveals. Novel Functional Architecture of Cerebral Cortex

Sparse Representation of HCP Grayordinate Data Reveals. Novel Functional Architecture of Cerebral Cortex 1 Sparse Representaton of HCP Grayordnate Data Reveals Novel Functonal Archtecture of Cerebral Cortex X Jang 1, Xang L 1, Jngle Lv 2,1, Tuo Zhang 2,1, Shu Zhang 1, Le Guo 2, Tanmng Lu 1* 1 Cortcal Archtecture

More information

Direct 4D Parametric Imaging in Dynamic Myocardial Perfusion PET

Direct 4D Parametric Imaging in Dynamic Myocardial Perfusion PET Arman Rahmm et al. Drect 4D Parametrc Imagng n Dynamc Myocardal Perfuson PET Drect 4D Parametrc Imagng n Dynamc Myocardal Perfuson PET Arman Rahmm 1,2*, Jng Tang 3, and Hassan Mohy-ud-Dn 1,2 1. Department

More information

CONSTRUCTION OF STOCHASTIC MODEL FOR TIME TO DENGUE VIRUS TRANSMISSION WITH EXPONENTIAL DISTRIBUTION

CONSTRUCTION OF STOCHASTIC MODEL FOR TIME TO DENGUE VIRUS TRANSMISSION WITH EXPONENTIAL DISTRIBUTION Internatonal Journal of Pure and Appled Mathematcal Scences. ISSN 97-988 Volume, Number (7), pp. 3- Research Inda Publcatons http://www.rpublcaton.com ONSTRUTION OF STOHASTI MODEL FOR TIME TO DENGUE VIRUS

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

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

Using Finite Element Method to Determine Pad Positions in a Boston Brace for Enhancing Corrective Effect on Scoliotic Spine: A Preliminary Analysis

Using Finite Element Method to Determine Pad Positions in a Boston Brace for Enhancing Corrective Effect on Scoliotic Spine: A Preliminary Analysis Journal of Medcal and Bologcal Engneerng, 3(1): 9-35 9 Usng Fnte Element Method to Determne Pad Postons n a Boston Brace for Enhancng Correctve Effect on Scolotc Spne: A Prelmnary Analyss Wen-Ka Chou 1

More information

We analyze the effect of tumor repopulation on optimal dose delivery in radiation therapy. We are primarily

We analyze the effect of tumor repopulation on optimal dose delivery in radiation therapy. We are primarily INFORMS Journal on Computng Vol. 27, No. 4, Fall 215, pp. 788 83 ISSN 191-9856 (prnt) ó ISSN 1526-5528 (onlne) http://dx.do.org/1.1287/joc.215.659 215 INFORMS Optmzaton of Radaton Therapy Fractonaton Schedules

More information

Statistical Analysis on Infectious Diseases in Dubai, UAE

Statistical Analysis on Infectious Diseases in Dubai, UAE Internatonal Journal of Preventve Medcne Research Vol. 1, No. 4, 015, pp. 60-66 http://www.ascence.org/journal/jpmr Statstcal Analyss on Infectous Dseases 1995-013 n Duba, UAE Khams F. G. 1, Hussan H.

More information

A Geometric Approach To Fully Automatic Chromosome Segmentation

A Geometric Approach To Fully Automatic Chromosome Segmentation A Geometrc Approach To Fully Automatc Chromosome Segmentaton Shervn Mnaee ECE Department New York Unversty Brooklyn, New York, USA shervn.mnaee@nyu.edu Mehran Fotouh Computer Engneerng Department Sharf

More information

Effect of Respiration on Venous Return and Stroke Volume in Cardiac Tamponade

Effect of Respiration on Venous Return and Stroke Volume in Cardiac Tamponade Effect of Respraton on Venous Return and Stroke Volume n Cardac Tamponade MECHANSM OF PULSUS PARADOX US By Warren G. Guntheroth, M.D., Beverly C. Morgan, M.D., and Gay L. Mullns, B.S. Wth the Techncal

More information

Research Article Statistical Analysis of Haralick Texture Features to Discriminate Lung Abnormalities

Research Article Statistical Analysis of Haralick Texture Features to Discriminate Lung Abnormalities Hndaw Publshng Corporaton Internatonal Journal of Bomedcal Imagng Volume 2015, Artcle ID 267807, 7 pages http://dx.do.org/10.1155/2015/267807 Research Artcle Statstcal Analyss of Haralck Texture Features

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

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

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

TIME RESPONSE OF JEJUNAL SUCRASE AND MALTASE ACTIVITY TO A HIGH SUCROSE DIET IN NORMAL MAN

TIME RESPONSE OF JEJUNAL SUCRASE AND MALTASE ACTIVITY TO A HIGH SUCROSE DIET IN NORMAL MAN GASTROEKTEROLOGY Copyrght 1969 by The Wllams & Wlkns Co. Vol. 56, No.3 Prnted n U.S.A. TIME RESPONSE OF JEJUNAL SUCRASE AND MALTASE ACTIVITY TO A HIGH SUCROSE DIET IN NORMAL MAN NORTON S. RoSENSWEIG, M.D.,

More information

Shape-based Retrieval of Heart Sounds for Disease Similarity Detection Tanveer Syeda-Mahmood, Fei Wang

Shape-based Retrieval of Heart Sounds for Disease Similarity Detection Tanveer Syeda-Mahmood, Fei Wang Shape-based Retreval of Heart Sounds for Dsease Smlarty Detecton Tanveer Syeda-Mahmood, Fe Wang 1 IBM Almaden Research Center, 650 Harry Road, San Jose, CA 95120. {stf,wangfe}@almaden.bm.com Abstract.

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

The Study of Gearing Line Limits of the Cycloid Gear With Roller Teeth

The Study of Gearing Line Limits of the Cycloid Gear With Roller Teeth ISSN 1224-3264, Volume 2013 No.XXVII The Study o Gearng Lne Lmts o the Cyclod Gear Wth Roller Teeth Dăscălescu, Anamara Abstract: From dynamc pont o vew, at the cyclod gear transmsson s not ratonal to

More information

Mathematical model of fish schooling behaviour in a set-net

Mathematical model of fish schooling behaviour in a set-net ICES Journal of Marne Scence, 61: 114e13 (004) do:10.1016/j.cesjms.004.07.009 Mathematcal model of fsh schoolng behavour n a set-net Tsutomu Takag, Yutaka Mortom, Jyun Iwata, Hrosh Nakamne, and Nobuo Sannomya

More information

Chapter 20. Aggregation and calibration. Betina Dimaranan, Thomas Hertel, Robert McDougall

Chapter 20. Aggregation and calibration. Betina Dimaranan, Thomas Hertel, Robert McDougall Chapter 20 Aggregaton and calbraton Betna Dmaranan, Thomas Hertel, Robert McDougall In the prevous chapter we dscussed how the fnal verson 3 GTAP data base was assembled. Ths data base s extremely large.

More information

Reconstruction of gene regulatory network of colon cancer using information theoretic approach

Reconstruction of gene regulatory network of colon cancer using information theoretic approach Reconstructon of gene regulatory network of colon cancer usng nformaton theoretc approach Khald Raza #1, Rafat Parveen * # Department of Computer Scence Jama Mlla Islama (Central Unverst, New Delh-11005,

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

Real time, confocal imaging of Ca waves in arterially perfused rat hearts

Real time, confocal imaging of Ca waves in arterially perfused rat hearts Cardovascular Research 53 (2001) 105 115 www.elsever.com/ locate/ cardores Real tme, confocal magng of Ca waves n arterally perfused rat hearts Andreas P. Baader, Lorenz Buchler, Llly Brcher-Lehmann, Andre

More information

ALMALAUREA WORKING PAPERS no. 9

ALMALAUREA WORKING PAPERS no. 9 Snce 1994 Inter-Unversty Consortum Connectng Unverstes, the Labour Market and Professonals AlmaLaurea Workng Papers ISSN 2239-9453 ALMALAUREA WORKING PAPERS no. 9 September 211 Propensty Score Methods

More information

Impact Insertion of Osteochondral Grafts: Interference Fit and Central Graft Reduction Affect Biomechanics and Cartilage Damage

Impact Insertion of Osteochondral Grafts: Interference Fit and Central Graft Reduction Affect Biomechanics and Cartilage Damage Impact Inserton of Osteochondral Grafts: Interference Ft and Central Graft Reducton Affect Bomechancs and Cartlage Damage Alvn W. Su, 1,2 Yunchan Chen, 1 Dustn H. Wales, 1 Van W. Wong, 1 Shengqang Ca,

More information

An Introduction to Modern Measurement Theory

An Introduction to Modern Measurement Theory An Introducton to Modern Measurement Theory Ths tutoral was wrtten as an ntroducton to the bascs of tem response theory (IRT) modelng and ts applcatons to health outcomes measurement for the Natonal Cancer

More information

Effect of Bone to Implant Contact Percentage on Bone Remodelling Surrounding a Dental Implant

Effect of Bone to Implant Contact Percentage on Bone Remodelling Surrounding a Dental Implant Effect of Bone to Implant Contact Percentage on Bone Remodellng Surroundng a Dental Implant Author Lan, Z., Guan, Hong, Ivanovsk, Saso, Loo, Yew-Chaye, Johnson, Newell, Zhang, H. Publshed 2010 Journal

More information

Studies In Blood Preservation

Studies In Blood Preservation Howard Unversty Dgtal Howard @ Howard Unversty Faculty Reprnts 12-1-1939 Studes In Blood Preservaton Charles R. Drew Follow ths and addtonal works at: http://dh.howard.edu/reprnts Part of the Medcne and

More information

Unobserved Heterogeneity and the Statistical Analysis of Highway Accident Data

Unobserved Heterogeneity and the Statistical Analysis of Highway Accident Data Unobserved Heterogenety and the Statstcal Analyss of Hghway Accdent Data Fred L. Mannerng Professor of Cvl and Envronmental Engneerng Courtesy Department of Economcs Unversty of South Florda 4202 E. Fowler

More information

Subject-Adaptive Real-Time Sleep Stage Classification Based on Conditional Random Field

Subject-Adaptive Real-Time Sleep Stage Classification Based on Conditional Random Field Subject-Adaptve Real-Tme Sleep Stage Classfcaton Based on Condtonal Random Feld Gang Luo, PhD, Wanl Mn, PhD IBM TJ Watson Research Center, Hawthorne, NY {luog, wanlmn}@usbmcom Abstract Sleep stagng s the

More information

Comparison of numerical results of bone remodelling and clinical observations in short-stem hip-jointprosthesis

Comparison of numerical results of bone remodelling and clinical observations in short-stem hip-jointprosthesis The Journal of Orthopaedcs Trauma Surgery and Related Research Comparson of numercal results of bone remodellng and clncal observatons n short-stem hp-jontprosthess J ORTHOP TRAUMA SURG REL RES 12(3) 2017

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

Design of PSO Based Robust Blood Glucose Control in Diabetic Patients

Design of PSO Based Robust Blood Glucose Control in Diabetic Patients Control n Dabetc Patents Assst. Prof. Dr. Control and Systems Engneerng Department, Unversty of Technology, Baghdad-Iraq hazem..al@uotechnology.edu.q Receved: /6/3 Accepted: //3 Abstract In ths paper,

More information

NUMERICAL COMPARISONS OF BIOASSAY METHODS IN ESTIMATING LC50 TIANHONG ZHOU

NUMERICAL COMPARISONS OF BIOASSAY METHODS IN ESTIMATING LC50 TIANHONG ZHOU NUMERICAL COMPARISONS OF BIOASSAY METHODS IN ESTIMATING LC50 by TIANHONG ZHOU B.S., Chna Agrcultural Unversty, 2003 M.S., Chna Agrcultural Unversty, 2006 A THESIS submtted n partal fulfllment of the requrements

More information

Multidimensional Reliability of Instrument for Measuring Students Attitudes Toward Statistics by Using Semantic Differential Scale

Multidimensional Reliability of Instrument for Measuring Students Attitudes Toward Statistics by Using Semantic Differential Scale Amercan Journal of Educatonal Research, 05, Vol. 3, No., 49-53 Avalable onlne at http://pubs.scepub.com/educaton/3//0 Scence and Educaton Publshng DOI:0.69/educaton-3--0 Multdmensonal Relablty of Instrument

More information