JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 16, NUMBER 1, 2015

Size: px
Start display at page:

Download "JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 16, NUMBER 1, 2015"

Transcription

1 JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 16, NUMBER 1, 2015 Technicl Note: Dosimetric evlution of Monte Crlo lgorithm in ipln for stereotctic bltive body rdiotherpy (SABR) for lung cncer ptients using RTOG 0813 prmeters Dmodr Pokhrel, Rjeev Bdkul, Hongyu Jing, Prvesh Kumr, Fen Wng Deprtment of Rdition Oncology, The University of Knss Cncer Center, Knss City, KS, USA Received 30 April, 2014; ccepted 26 September, 2014 For stereotctic bltive body rdiotherpy (SABR) in lung cncer ptients, Rdition Therpy Oncology Group (RTOG) protocols currently require rdition dose to be clculted using tissue heterogeneity corrections. Dosimetric criteri of RTOG 0813 were estblished bsed on the results obtined from non-monte Crlo (MC) lgorithms, such s superposition/convolutions. Cliniclly, MC-bsed lgorithms re now routinely used for lung SABR dose clcultions. It is essentil to confirm tht MC clcultions in lung SABR meet RTOG guidelines. This report evlutes ipln MC plns for SABR in lung cncer ptients using dose-volume histogrm normliztion per current RTOG 0813 complince criteri. Eighteen Stge I-II non-smll cell lung cncer (NSCLC) ptients with centrlly locted tumors, who underwent MC-bsed lung SABR with heterogeneity correction using X-ry Voxel Monte Crlo (XVMC) lgorithm (BrinLAB ipln version 4.1.2), were nlyzed. Totl dose of 60 Gy in 5 frctions ws delivered to plnning trget volume (PTV) with t lest V100% = 95%. Internl trget volumes (ITVs) were delineted on mximum intensity projection (MIP) imges of 4D CT scns. PTV (ITV + 5 mm mrgin) volumes rnged from 10.0 to 99.9 cc (men = 36.8 ± 20.7 cc). Orgns t risk (OARs) were delineted on verge imges of 4D CT scns. Optiml clinicl MC SABR plns were generted using combintion of non-coplnr conforml rcs nd bems for the Novlis-TX consisting of high definition multilef collimtors (MLCs) nd 6 MV-SRS (1000MU/min) mode. All plns were evluted using the RTOG 0813 high nd intermedite dose spillge criteri: conformity index (R100%), rtio of 50% isodose volume to the PTV (R50%), mximum dose 2 cm wy from PTV in ny direction (D 2cm ), nd percent of norml lung receiving 20 Gy (V 20 ) or more. Other orgns-t-risk (OARs) doses were tbulted, including the volume of norml lung receiving 5 Gy (V 5 ), mximum cord dose, dose to < 15 cc of hert, nd dose to <5 cc of esophgus. Only six out of 18 ptients met ll RTOG 0813 complince criteri. Eight of 18 ptients hd minor devitions in R100%, four in R50%, nd nine in D 2cm. However, only one ptient hd minor devition in V 20. All other OARs doses, such s mximum cord dose, dose to < 15 cc of hert, nd dose to < 5 cc of esophgus, were stisfctory for RTOG criteri, except for one ptient, for whom the dose to < 15 cc of hert ws higher thn RTOG guidelines. The preliminry results for our limited ipln XVMC dose clcultions indicte tht the mjority (i.e., 2/3) of our ptients hd minor devitions in the dosimetric guidelines set by RTOG 0813 protocol in one wy or nother. When using n exclusive highly sophisticted XVMC lgorithm, the RTOG 0813 dosimetric complince criteri such s R100% nd D 2cm my need to be revisited. Corresponding uthor: Dmodr Pokhrel, Deprtment of Rdition Oncology, The University of Knss Cncer Center, 3901 Rinbow Boulevrd, Knss City, KS 66160, USA; phone: (913) ; fx: (913) ; emil: dpokhrel@kumc.edu

2 350 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 350 Bsed on our limited number of ptient dtsets, in generl, bout 6% for R100% nd 9% for D 2cm corrections could be pplied to pss the RTOG 0813 complince criteri in most of those ptients. More ptient plns need to be evluted to mke recommendtion for R50%. No djustment is necessry for OAR dose tolernces, including norml lung V 20. In order to estblish new MC specific dose prmeters, further investigtion with lrge cohort of ptients including centrl, s well s peripherl lung tumors, is nticipted nd strongly recommended. PACS number: 8087 Key words: lung cncer, SBRT, heterogeneity, Monte Crlo, XVMC lgorithm, RTOG 0813 I. INTRODUCTION SABR with hypofrctionted dose schemt hs emerged vible lterntive tretment for mediclly inoperble erly-stge lung cncer ptients. (1) Tretment plnning for the SABR lung cse is chllenging due to the involvement of smll fields nd low-density lung medium (ir), which could result in electronic disequilibrium in the regions ner low-density heterogeneity interfce. (2) Dose clcultion lgorithms in commercil tretment plnning systems (TPS) must hve ccurte modeling for the tissue heterogeneity corrections in order to void inccurte delivery of the monitor units (MUs) of rdition during the ptient tretment. Rdition Therpy Oncology Group (RTOG) 0813 SABR lung protocol requires the prticipting institutions to generte the tretment plns using dose clcultion lgorithms tht cn compute the dose pplying tissue heterogeneity corrections. Dosimetric criteri of RTOG 0813 were estblished bsed on the results obtined from non-monte Crlo (MC) lgorithms, such s superposition/convolutions. (3,4) Recently, severl commercil TPS hve employed MC-bsed dose clcultion lgorithms, nd mny reserchers hve investigted whether MC-bsed dose clcultion lgorithms cn meet the dosimetric criteri of RTOG (5,6) For instnce, Li et l. (5) evluted the MC lgorithm employed in Monco TPS (Computerized Medicl System, St. Louis, MO) for SBRT lung plns nd compred the results ginst the superposition lgorithm in XiO TPS (Computerized Medicl System, St. Louis, MO). In one of the most recent studies, Rn et l. (6) evluted the MC-bsed Acuros XB employed in Eclipse TPS (Vrin Medicl Systems, Plo Alto, CA) for the SBRT lung cses, nd compred the results ginst the nisotropic nlyticl lgorithm (AAA) in Eclipse TPS. Li et l. (5) reported tht dosimetric results from MC lgorithm in Monco hd lrger vlues compred to the ones from superposition lgorithm in XiO TPS. In the study by Rn et l., (6) it ws found tht Acuros XB resulted in lower mgnitudes of R100%, R50%, nd D 2cm by 5%, 1.2%, nd 1.6%, respectively, on verge, thn the AAA, except for the norml lung tissue (V 20 ) where it ws higher by 1.1%. In ddition to the vrition in dose clcultion lgorithms nd TPS used between these two studies the tretment plnning techniques were different s well. Specificlly, Li et l. (5) used intensity modulted rdition therpy (IMRT) nd Rn et l. (6) used volumetric modulted rc therpy (VMAT), which is referred s RpidArc in Eclipse TPS. MC is more complex nd ccurte in hndling of tissue heterogeneities. This is becuse of their bility to more ccurtely simulte rdition trnsport of ) secondry sctter photons, nd b) lterl electron equilibrium in the MC lgorithms, nd therefore, more ccurtely predict dose distribution, specificlly, t the low-density lung nd heterogeneous tissues interfces. Tht could ctully emulte ctul mesured doses. Cliniclly, MC-bsed lgorithms re now routinely used for lung SABR dose clcultions. It is essentil to confirm tht MC clcultions in lung SABR meet RTOG guidelines. At our institution, we currently use X-ry Voxel Monte Crlo (XVMC) lgorithm (7) (BrinLAB ipln, Feldkirchen, Germny) for dose clcultions for our lung SABR ptients. To our best knowledge, dosimetric evlution of ipln MC lung

3 351 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 351 SABR pln using RTOG 0813 criteri is yet to be reported. One of the requirements of RTOG 0813 protocol is the pln normliztion to be done to single point (e.g., n isocenter or point inside the plnning trget volume (PTV)). (3, 4) Since, dose-volume (DV) normliztion is one of the most populr methods used to report the clinicl dosimetric results, the min purpose of this pper ws to investigtes whether those RTOG 0813 dosimetric criteri cn be met or not. The results were presented by pplying ipln XVMC lgorithm dose clcultion nd DV normliztion method for the clinicl SABR lung plns. II. MATERIALS AND METHODS A. Dose clcultion lgorithm Both the pencil bem (PB) nd XVMC lgorithms were commissioned nd cliniclly implemented in the BrinLAB ipln RT (version 4.1.2) TPS in our institution. The XVMC ws bsed on the X-ry Voxel Monte Crlo lgorithm (7) which consists of source modeling, bem collimting system modeling, nd ptient dose computtion. The dose clcultion prmeters for XVMC in ipln re sptil resolution, men vrince, dose result type, nd MLC model. The sptil resolution defines the size of the dose clcultion grid, wheres the men vrince estimtes the sttisticl uncertinty of the MC dose clcultion. Choosing smller vrince, the dose clcultions would be more ccurte t the cost of computtion time. Dose to wter nd to medium re the two options in the dose type; in this clcultion it ws set to dose to the medium. Reders re dvised to refer to the BrinLAB Technicl Reference Guide (8) for more detils for XVMC lgorithm nd its clinicl implementtion. B. Verifiction of XVMC lgorithm There hve been severl studies focused on verifying Monte Crlo dose clcultions in both homogenous nd heterogeneous mediums. These studies utilized ipln RT dose plnning system. For instnce, using 6 MV photon bem with micro-mlc, n experimentl vlidtion of the XVMC lgorithm (9) ws performed. The vlidtion utilized film, ion chmbers, wter phntoms, nd heterogeneous solid wter slbs. These solid wter slbs contined bone nd lung density equivlent mterils. The experiment demonstrted tht the clculted dose greed with the mesured dose within ± 2% in high-dose regions, nd 2 mm in high-grdient regions. (9, 10) The verge 1D gmm vlues did not exceed 0.3 with 2%/2 mm cretion when compring clculted nd mesured dose distributions. (11) Another experimentl investigtion of XVMC lgorithm ws presented by Fippel et l., (12) utilizing dimond detector nd film mesurements on homogenous nd inhomogeneous phntoms, nd 6 MV photons. Fippel nd collegues lso demonstrted tht the mesured nd clculted doses greed within experimentlly uncertinty (within ± 2%). Dobler et l., (13) using GAFCHROMIC EBT films, reveled tht XVMC predicted the mesured dose more ccurtely with mximum difference of -3%. However, the PB lgorithm overestimted the dose by up to 15% compred to the mesurement, suggesting tht PB lgorithms re limited t the tissue/lung interfces, nd MC is the most ccurte lgorithm for dose prediction. Another dosimetric study reported by Chen et l. (14) suggested tht XVMC lgorithm greed well with film mesurements when using 15 MV photons (< 1% difference in lterl profile). Wheres the devition between the PB lgorithm nd film mesurements ws gin up to 15%, this is consistent with other studies. In the sme study using 35 lung cncer ptients, the lrgest differences were reported for smll lung tumors circumferentilly encompssed by the lung tissues. The PTV men dose difference between PB nd XVMC ws in excess of 4 Gy (prescription dose, 30 Gy). The volume covered by the 9 Gy isodose of lung dose ws 8% higher when clculted by XVMC compred with PB in one ptient. In ddition, Chen nd collegues reported tht the dose clcultion ccurcy is lso dependent on tumor size nd loction. In most recent studies by Sethi et l., (15) XVMC lgorithm ws benchmrk using ion chmber nd

4 352 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 352 EDR films in vrious depth in five different phntoms with four different density mterils. These include tissue-equivlent plstic wter, lung-equivlent (low- nd high-density) corks, nd bone, nd irrdited with 6 MV photons. For heterogeneous lung phntoms, there ws n excellent greement (< 3%) between mesured nd clculted dose profiles. However, PB clcultions significntly overestimted men PTV mesured dose by up to 34%. Mesured nd PB clculted dose difference incresed with decresing field size, decresing density, nd incresing depth within heterogeneity (however similr results beyond heterogeneity). In contrst, lrge underestimted dose (up to 50%) ws observed in the penumbr region while using PB lgorithm. (15) Using virtul phntom nd ptients dtsets, Miur et l. (16) hve lso presented similr results in which the men PTV dose ws nerly 20% higher on both the phntom nd ptients with PB lgorithm compred to XVMC. Our own clinicl experience (17) on vlidting nd cliniclly implementing ipln XVMC lgorithm using Qusr (Modus Medicl Devices Inc., London, Cnd) phntom study hd shown n excellent greement (within ± 2%) between doses clculted using XVMC versus ion chmber mesurements for 6 MV-SRS bem in lung-equivlent mteril. In our phntom study, (17) the dose devition between heterogeneities-corrected PB nd mesured vlue ws s lrge s 9%. MC lgorithm not only predicted ccurte dose t isocenter, but lso t borders of tumors where heterogeneities-corrected PB overestimted the doses. Tht is due to the lck of electronic equilibrium in the regions ner low-density tissues heterogeneities interfce. In our most recent clinicl study (18) with 10 lung cncer ptients, the men PTV dose ws s high s 13%, on verge, when using heterogeneities-corrected PB lgorithm compred to XVMC using sme bem configurtions, MLCs, nd the sme number of MUs. However, the volume covered by 5 Gy, 10 Gy, nd 20 Gy isodose lines of the norml lung were comprble (within 3.0%), on verge, when clculted by heterogeneities-corrected PB compred to XVMC. All the peer reviewed litertures cited in this pper hve well-documented the fct tht PB clcultion overestimtes the PTV nd OARs doses significntly, s reported bove. C. Ptient simultion nd trget contouring Eighteen centrlly locted Stge I-II non-smll cell lung cncer (NSCLC) ptients who underwent MC-bsed lung SABR t the University of Knss Hospitl, Knss City, KS were included in this retrospective study. The simultion ws performed on 16 slice Phillips Brillince Big Bore CT Scnner (Philips Helthcre, Andover, MA) nd ptient in the supine position ws immobilized using BlueBAG BodyFIX system (Medicl Intelligence, Schwbmuenchen, Germny) with n bdominl compression. Motion mngement ws done using PHILIPS bellows (Clevelnd, OH) for 4D CT scns. The 4D CT imges were cquired with pixels t 2 mm slice thickness nd 2 mm slice spcing. All phses of DICOM 4D CT dtsets were then electroniclly trnsferred to the BrinLAB ipln TPS for contouring purposes. Mximum intensity projection (MIP) nd men intensity projection (verge) imges were then creted in ipln TPS nd uto-fused with ech phse of 4D CT imges. Internl trget volume (ITV) ws delineted on MIP imges of the 4D CT scns. PTV ws generted from ITV with 5 mm uniform mrgin with men volume 36.8 ± 20.7 cc (rnged from 10.0 to 99.9 cc). The criticl structures, such s bilterl lungs excluding the ITV (ipsi-lung), hert, esophgus, nd spinl cord, were delineted on the verge imges of 4D CT scns. D. Tretment plnning nd dose clcultion Optiml clinicl MC SABR tretment plns were generted using combintion of non-coplnr 3D conforml rcs nd bems for the Novlis TX liner ccelertor (Vrin Plo Alto, CA) with BrinLAB system consisting of high definition MLCs nd 6 MV-SRS (1000MU/min) mode (see Fig. 1). All tretment plns were clculted using XVMC lgorithm for heterogeneity corrections with cm 3 dose grid sizes, 2% vrince (reltive stndrd devition of the men), dose to medium, nd ccurcy optimized for MLC modeling. All plns hd dose delivery schem of 60 Gy in 5 frctions with t lest 95% of the PTV volume received

5 353 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 353 Fig.1. Demonstrtion of coronl view of noncoplnr conforml rcs nd sttic bems setup with respect to ptient ntomy. 100% of the prescription dose DV normliztion. For smll PTV volume ( 10 cc), liberl bem mrgin ws used to stisfy the protocol s recommendtions to tret t lest 3.5 cm bem perture while keeping the originl PTV volume. In cses where the PTV ws butting criticl orgns, the plns were re-optimized such tht there ws no hot spot within the orgn tht receiving more thn 105% of the prescribed dose. E. Pln evlution The DVHs of ll tretment plns were generted in the BrinLAB ipln TPS nd evluted for the following RTOG 0813 high nd intermedite dose spillge dose prmeters: (4) ) R100%: rtio of prescription isodose volume to the PTV (conformlity index), b) R50%: rtio of 50% prescription isodose volume to the PTV, c) D 2cm : mximl dose 2 cm wy from PTV in ny direction s percentge of prescription dose, nd d) V 20 : percentge of ipsilterl lung receiving dose equl to or lrger thn 20 Gy. Furthermore, ll the clinicl MC plns were evluted for the reltive volume of norml lung receiving 5 Gy dose, mximum spinl cord dose, dose to < 15 cc of hert, nd dose to < 5 cc of esophgus, s well. A clinicl MC computed DVH for one representtive ptient is shown in Fig. 2 nd MC dose distribution (xil, coronl nd sgittl views) for the sme ptient is shown in Fig. 3.

6 354 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 354 Fig. 2. A MC DVH showing 95% of the PTV is conformlly covered by the prescription dose (60 Gy). R100% = 1.18, men PTV dose = 68.3 Gy, mximum dose = 76.6 Gy. Fig. 3. MC Isodose distributions on xil (left), coronl (center) nd sgittl (right) views for SABR lung pln. Lines indicte ITV (innermost), followed by PTV. Higher isodose lines, such s 100%, 95%, nd 80%, hd shrp flloff, hotspot ws within 128%; 20 Gy isodose line restricted minly in the ipsilterl lung. Pink color ring ws contoured to clculte D 2cm (%). III. RESULTS & DISCUSSION Tbles 1-5 present the results of dosimetric prmeters from 18 SABR lung plns correspond to RTOG 0813 dosimetry evlution criteri. Only six out of 18 ptients met ll the RTOG 0813 complince criteri. Eight of 18 ptients hd minor devitions in R100%, four in R50%, nd nine in D 2cm. However, only one ptient (# XIII) ssocited with the lrgest PTV volume hd minor violtion in V 20. All of the OAR doses, such s mximum cord dose, dose to < 15 cc of hert, nd dose to < 5 cc of esophgus, were stisfctory for RTOG 0813 criteri, except in ptient # X, where the dose to < 15 cc of hert which hd tumor volume butting hert ws higher with minor devition on RTOG 0813 requirement.

7 355 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 355 Tble 1 shows tht eight out of 18 ptients hd minor devitions in R100%. The men vlue of R100% ws 1.22 ± 0.07, resulting in stndrd devition of bout 6% from the men vlue. However, no mjor devition ws observed. Minor devitions in R100% were cliniclly ccepted by the physicins. The devitions cn be explined, primrily, due to underlying chrcteristic behviors of the XVMC lgorithm for dose distribution prediction, or it my be during initil pln review physicin subjective in selecting tretment pln bsed on clinicl decisions. The underlying chrcteristic behviors of XVMC could be explined by more ccurte modeling of ) secondry sctter photons, nd b) lterl electron equilibrium, specificlly t the lung nd tumor interfces. In Tble 2 it will be seen tht only four out of 18 ptients did not meet the RTOG 0813 R50% criteri. The men vlue of R50% ws 4.1 ± 0.7. However, one ptient who ws ner the tolernce vlue (# XIII with the lrgest PTV volume of nerly 100 cc, which ws in the border line rnge of SABR tretment volume) ws deemed cliniclly cceptble by the physicin nd treted. Other three ptients (# XII, # XIV, nd # XVII) who hd minor devitions in R50% were cliniclly ccepted by the physicins nd were treted. In those three cses, the minor devitions in R50% could be explined by subjectivity of the physicin-dependent initil tretment pln review bsed on clinicl decisions. Also, it could be due to ptient geometry nd tumor loction preventing optiml bem rrngements or some contributions from underlying chrcteristic behviors of the XVMC lgorithm for dose prediction s discussed erlier. As reported in Tble 3, nine out of 18 ptients hd minor devitions in RTOG 0813 D 2cm criteri. The men vlue of D 2cm ws 58.9 ± 8.1, resulting in stndrd devition of bout 9% from the men vlue. However, no mjor devition ws observed. Those devitions could be justified by numerous resons: ) primrily, due to underlying chrcteristic behviors of the XVMC lgorithm depending in predicting more ccurte dose distribution in surrounding low-density lung nd heterogeneous tumor interfces; b) those minor devitions in D 2cm were mostly ssocited to lrge/medium size tumors with suboptiml conformlity index; in generl, the lrger the tumor volume gets, the hrder it is to meet the D 2cm criteri; c) ptient-specific clinicl restrictions preventing optiml bem rrngements; d) or during the initil subjective tretment pln review by the physicin to respect criticl structures dose tolernce. Tble 1. Evlution of R100% in SABR lung plns clculted by ipln XVMC lgorithm. PTV Vol. RTOG 0813 R100% Ptient # (cc) Minor Devition ipln MC I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI XVII XVIII AVG STDEV Dt tht hve minor devitions from RTOG 0813 criteri. PTV = plnning trget volume; R100% = rtio of prescription isodose volume to PTV; AVG = Averge; STDEV = stndrd devition.

8 356 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 356 Tble 2. Evlution of R50% in SABR lung plns clculted by ipln XVMC lgorithm. PTV Vol. RTOG 0813 R50% Ptient # (cc) Minor Devition ipln MC I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI XVII XVIII AVG STDEV Dt tht hve minor devitions from RTOG 0813 criteri. PTV = plnning trget volume; R50% = rtio of 50% prescription isodose volume to PTV; AVG = Averge; STDEV = stndrd devition. Tble 3. Evlution of D 2cm in SABR lung plns clculted by ipln XVMC lgorithm. PTV Vol. RTOG 0813 D 2cm Ptient # (cc) Minor Devition ipln MC I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI XVII XVIII AVG STDEV Dt tht hve minor devitions from RTOG 0813 criteri. PTV = plnning trget volume; D 2cm = mximl dose 2 cm from PTV in ny direction s percentge of prescription dose; AVG = Averge; STDEV = stndrd devition. Tbles 4 nd 5 report the dosimetric evlution of norml lung, V 20 (Tble 4) nd V 5, s well s other OARs doses (Tble 5) such s dose to hert, mximum cord dose, nd esophgus doses in SABR lung plns clculted by ipln XVMC lgorithm respectively. The results of this study showed tht the RTOG 0813 high-dose spillge criteri, such s R100%, ws met only in 10 out of 18 ptients, with 8 minor devitions. The stndrd devition

9 357 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 357 Tble 4. Evlution of norml lung V 20 in SABR lung plns clculted by ipln XVMC lgorithm. PTV Vol. RTOG 0813 V 20 (%) Ptient # (cc) Minor Devition ipln MC I II III IV V VI VII VIII IX X XI XII XIII b XIV XV XVI XVII XVIII AVG STDEV Norml lung V 20 vlues rnged from 1.1% to 13.8% (men = 5.3 ± 3.0%). b No minor devition in V 20 from the RTOG 0813 criteri ws observed; except for one ptient (ptient # XIII) whose PTV volume ws bout 100 cc nd whose V 20 = 13.8%. PTV = plnning trget volume; Ipsi-lung = Ipsilterl lung; V 20 = percentge of ipsilterl lung receiving dose equl to or lrger thn 20 Gy; AVG = Averge; STDEV = stndrd devition. of R100% from the men vlue ws bout 6%. However, there ws no mjor devition in R100%. One of the intermedite dose spillge criteri, R50% pssed the RTOG guidelines for 14 ptients, with only three minor devitions nd one mjor devition, ner the tolernce vlue. It ws observed tht the mjor devition ws due to the lrgest PTV volume tht ws outside or ner the recommended tolernce of SABR tretment volume. Other three ptients (ptient # XII, # XIV, nd # XVII) who hd minor devitions in R50% hd suboptiml bem rrngements due to ptient geometry nd tumor loctions. All those plns were cliniclly ccepted by the physicins nd were treted. However, 50% of our ptients hd minor devitions in D 2cm, but no mjor devition ws observed. The men vlue of D 2cm ws 58.9 ± 8.1, with stndrd devition resulting from the men vlue of bout 9%. Only one ptient, who hd the lrgest PTV volume, hd minor devition from RTOG 0813 criteri in norml lung V 20. No minor devitions from RTOG 0813 criteri were observed for ll other OAR dose tolernces such s mximum cord dose, dose to < 15 cc of hert, nd dose to < 5 cc of esophgus, except for one ptient (ptient #X) whose tumor ws next to the hert. Minor devitions from RTOG complince criteri were lso reported in previous studies. (5,6) For instnce, Rn et l. (6) compred the tretment plns computed by nlytic nisotropic lgorithm (AAA) nd Acuros XB for the sme number of MUs. It ws reported tht AAA plns hd higher R100%, R50%, nd D 2cm when compred to the Acuros XB plns. However, V 20 of lung ws found to be lower in AAA plns. Rn nd collegues lso reported minor devitions in R100%, R50%, nd D 2cm for both the AAA nd Acuros XB plns, with Acuros XB showing minor devition in fewer cses when compred to AAA. In tht study, it ws lso reported lower PTV coverge using Acuros XB when compred to AAA. On the other dosimetric study reported by Li et l. (5) using Monco MC lgorithm in XiO TPS lso observed minor devitions from RTOG 0813 complince criteri on R50%, R100%, nd D 2cm. Our findings were consistent with those previous reports. One of the differences between our study nd Rn et l. (6) is the pln normliztion method. Dosimetric results from their study were bsed on the normliztion t single point per RTOG

10 358 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 358 Tble 5. Evlution of norml lung V 5, dose to hert, mximum cord dose, nd esophgus doses in SABR lung plns clculted by ipln XVMC lgorithm. Mximum Dose to Dose to Norml Lung Dose to <15cc of <5cc of PTV Vol. V 5 Spinl Cord b Hert c Esophgus d Ptient # (cc) (%) (Gy) (Gy) (Gy) I II III IV V VI VII VIII IX X e 5.2 XI XII XIII XIV XV XVI XVII XVIII AVG STDEV Norml lung V 5 vlues rnged from 3.9% to 28% (men = 15.7 ± 7.8%). b RTOG minor devition criteri for mximum cord dose > 30 Gy. c RTOG minor devition criteri for dose to < 15cc of hert > 32 Gy, d RTOG minor devition criteri for dose to < 5cc of esophgus >27.5 Gy. e No minor devition from RTOG 0813 criteri ws observed; except for one ptient (ptient # X) whose tumor ws butting hert. PTV = plnning trget volume; V 5 = percentge of ipsilterl lung receiving dose equl to or lrger thn 5 Gy; AVG = Averge; STDEV = stndrd devition. requirement, wheres our results re bsed on DV normliztion technique. In this preliminry study, we hve demonstrted the fesibility of using DV normliztion technique to replicte/ stisfy RTOG 0813 criteri. More cliniclly relevnt DV normliztion techniques hve llowed us to investigte the dosimetric impct of the tumor size-dependent rdiobiologicl effectiveness of the delivered MC dose to 99% of PTV volume versus locl control. (19) We pln to continue building MC lung SABR ptient s dtbse in our clinic nd further investigte RTOG 0813 dosimetric prmeters, s well s it s rdiobiologicl effectiveness. In the future, further studies involving lrge cohort of ptients, including centrl s well s peripherl lung tumors, re needed. This will help to estblish new prmeters specific for the MC-bsed dose clcultions in the lung SABR plnning. Also, the dosimetric impct of vrious pln normliztion techniques on RTOG 0813 complince criteri need to be further investigted. IV. CONCLUSIONS The preliminry dosimetric results for our limited ipln XVMC dose clcultions lgorithm indictes tht not ll ptient s plns could meet the dosimetric guidelines set by RTOG 0813 protocol. Minor devitions in R100%, R50%, nd D 2cm were observed in the mjority of the ptients (i.e., 2/3) in one wy or nother. When using n exclusive highly sophisticted ipln XVMC lgorithm for dose clcultions, the RTOG 0813 dosimetric complince criteri, such s R100% nd D 2cm, my need to be reexmined. Bsed on our limited number of ptient dtsets, in generl, R100% nd D 2cm criteri could be relxed by bout 6% nd 9%, respectively, to

11 359 Pokhrel et l.: Dosimetric evlution of ipln Monte Crlo lgorithm 359 pss the RTOG 0813 dosimetric criteri in most of those ptients. More ptient plns need to be studied to mke recommendtion for R50% criteri. No djustment is required for norml lung V 20, nd other OAR dose tolernces such s mximum cord dose, dose to < 15 cc of hert, nd dose to < 5 cc of esophgus when exclusively using MC-bsed dose clcultions. In order to estblish new MC-specific dose prmeters, further investigtion with lrge number of ptients, including peripherl lung tumors, is nticipted nd highly recommended. ACKNOWLEDGMENTS The first uthor of this pper would like to express his sincere grtitude to Suresh Rn, MS, of ProCure Proton Therpy Center, Oklhom City, for mny stimulus discussions while working on this reserch project nd lso for his editoril help in prepring this mnuscript. REFERENCES 1. Zimmermnn FB, Geinitz H, Schill S, et l. Stereotctic hypofrctionted rdition therpy for stge I non-smll cell lung cncer. Lung Cncer. 2005;48(1): Rn S. Clinicl dosimetric impct of Acuros XB nd nlyticl nisotropic lgorithm (AAA) on rel lung cncer tretment plns: review. Int J Cncer Ther Oncol. 2014;2(1): Rdition Therpy Oncology Group [website Home Pge]. Avilble t: Accessed on 31 Mrch ROTG. Semless phse I/Ii study of stereotctic lung rdiotherpy (SBRT) for erly stge, centrlly locted, nonsmll cell lung cncer (NSCLC) in mediclly inoperble ptients. RTOG Phildelphi, PA: ROTG; Li J, Glvin J, Hrrison A, Timmermn R, Yu Y, Xio Y. Dosimetric verifiction using Monte Crlo clcultions for tissue heterogeneity-corrected conforml tretment plns following RTOG 0813 dosimetric criteri for lung cncer stereotctic body rdiotherpy. Int J Rdit Oncol Biol Phys. 2012;84(2): Rn S, Rogers K, Pokhrel S, Cheng C. Evlution of Acuros XB lgorithm bsed on RTOG 0813 dosimetric criteri for SBRT lung tretment with RpidArc. J Appl Clin Med Phys. 2014;15(1): Fippel M. Fst Monte Crlo dose clcultion for photon bems bsed on the VMC electron lgorithm. Med Phys. 1999;26(8): BrinLAB Technicl Reference Guide, rev Munich, Germny: BrinLAB AG; Frgoso M, Wen N, Kumr S, et l. Dosimetric verifiction nd clinicl evlution of new commercilly vilble Monte Crlo-bsed dose lgorithm for ppliction in stereotctic body rdition therpy (SBRT) tretment plnning. Phys Med Biol. 2010;55(16): Petoukhov AL, vn Wingerden K, Wiggenrd RG, et l. Verifiction mesurements nd clinicl evlution of the ipln RT Monte Crlo dose lgorithm for 6MV photon energy. Phys Med Biol. 2010;55(16): Kunzler T, Fotin I, Stock M, Georg D. Experimentl verifiction of commercil Monte Crlo-bsed dose clcultion module for high-energy photon bems. Phys Med Biol. 2009;54(24): Fippel M, Lub W, Huber B, Nusslin F. Experimentl investigtion of fst Monte Crlo photon bem dose clcultion lgorithm. Phys Med Biol. 1999;44(12): Dobler B, Wlter C, Knopg A, et l. Optimiztion of extrcrnil stereotctic rdition therpy of smll lung lesions using ccurte dose clcultion lgorithms. Rdit Oncol. 2006;1: Chen H, Lohr F, Fritz P, et l. Stereotctic, single-dose irrdition of lung tumors: comprison of bsolute dose nd dose distribution between pencil bem nd Monte Crlo lgorithms bsed on ctul ptient CT scns. Int J Rdit Oncol Biol Phys. 2010;78(3): Sethi A, Leo P, Kbt C, Cecilio P. Vlidtion of Monte Crlo dose lgorithm in heterogeneous medium [bstrct]. Med Phys. 2013;40(6): Miur H, Msi N, Oh RJ, et l. Clinicl introduction of Monte Crlo tretment plnning for lung stereotctic body rdiotherpy. J Appl Clin Med Phys. 2014;15(1): Bdkul R, Pokhrel D, Jing H, Wng F, Kumr P. Dosimetric evlution nd clinicl implementtion of ipln Monte Crlo lgorithm for lung stereotctic bltive rdiotherpy (SABR) [bstrct]. Med Phys. 2013;40(6): Pokhrel D, Bdkul R, Jing H, et l. Dosimetric evlution of centrlly locted lung tumors: Monte Crlo (MC) study of lung SBRT plnning [bstrct]. Med Phys. 2014;41(6): Pokhrel D, Bdkul R, Jing H, et l. BED vs. locl control: rdiobiologicl effect of tumor volume in Monte Crlo (MC) lung SBRT plnning [bstrct]. Med Phys. 2014;41(6):94.

Spatially fractionated radiotherapy (GRID) using helical tomotherapy

Spatially fractionated radiotherapy (GRID) using helical tomotherapy JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 17, NUMBER 1, 2016 Sptilly frctionted rdiotherpy (GRID) using helicl tomotherpy Xin Zhng, 1 Jose Pengricno, 1 Yulong Yn, 2 Xioying Ling, 1 Steven Morrill,

More information

Shinhaeng Cho, Youngmoon Goh, Chankyu Kim, Haksoo Kim, Jong Hwi Jeong, Young Kyung Lim, Se Byeong Lee, Dongho Shin

Shinhaeng Cho, Youngmoon Goh, Chankyu Kim, Haksoo Kim, Jong Hwi Jeong, Young Kyung Lim, Se Byeong Lee, Dongho Shin Originl Article PMP Progress in Medicl Physics 28(4), Decemer 217 https://doi.org/1.14316/pmp.217.28.4.144 pissn 28-444, eissn 28-443 Dosimetric Impct of Ti Mesh on Proton Bem Therpy Shinheng Cho, Youngmoon

More information

8/1/2017. Correlating Radiomics Information with Clinical Outcomes for Lung SBRT. Disclosure. Acknowledgements

8/1/2017. Correlating Radiomics Information with Clinical Outcomes for Lung SBRT. Disclosure. Acknowledgements Correlting Rdiomics Informtion with Clinicl Outcomes for Lung SBRT Fng-Fng Yin, PhD Duke University Medicl Center AAPM 2017 Denver CO Disclosure This reserch is prtilly funded by reserch grnt from Vrin

More information

EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE

EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE Swine Dy 21 EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE J. M. DeRouchey, M. D. Tokch, J. L. Nelssen, R. D. Goodbnd, S. S. Dritz 1, J. C. Woodworth, M. J. Webster, B. W.

More information

ENERGY CONTENT OF BARLEY

ENERGY CONTENT OF BARLEY ENERGY CONTENT OF BARLEY VARIATION IN THE DIETARY ENERGY CONTENT OF BARLEY Shwn Firbirn, John Ptience, Hnk Clssen nd Ruurd Zijlstr SUMMARY Formultion of commercil pig diets requires n incresing degree

More information

Recently, the National Lung Screening Trial demonstrated that three annual low-dose

Recently, the National Lung Screening Trial demonstrated that three annual low-dose Dign Interv Rdiol DOI 10.5152/dir.2015.14541 Turkish Society of Rdiology 2015 CHEST IMAGING ORIGINAL ARTICLE Impct of rdition dose nd itertive reconstruction on pulmonry nodule mesurements t chest CT:

More information

ONCOLOGY LETTERS 13: , 2017

ONCOLOGY LETTERS 13: , 2017 ONCOLOGY LETTERS 13: 3451-3456, 2017 Dosimetric comprison of intensity-modulted rdition therpy nd volumetric-modulted rc therpy plns for the tretment of gliom using flttening filter-free nd flttening filter

More information

Clinical Study Report Synopsis Drug Substance Naloxegol Study Code D3820C00018 Edition Number 1 Date 01 February 2013 EudraCT Number

Clinical Study Report Synopsis Drug Substance Naloxegol Study Code D3820C00018 Edition Number 1 Date 01 February 2013 EudraCT Number EudrCT Number 2012-001531-31 A Phse I, Rndomised, Open-lbel, 3-wy Cross-over Study in Helthy Volunteers to Demonstrte the Bioequivlence of the Nloxegol 25 mg Commercil nd Phse III Formultions nd to Assess

More information

Single-Molecule Studies of Unlabelled Full-Length p53 Protein Binding to DNA

Single-Molecule Studies of Unlabelled Full-Length p53 Protein Binding to DNA Single-Molecule Studies of Unlbelled Full-Length p53 Protein Binding to DNA Philipp Nuttll, 1 Kidn Lee, 2 Pietro Ciccrell, 3 Mrco Crminti, 3 Giorgio Ferrri, 3 Ki- Bum Kim, 2 Tim Albrecht 1* 1 Imperil College

More information

EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1

EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1 Swine Dy 2001 Contents EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1 C. W. Hstd, S. S. Dritz 2, J. L. Nelssen, M. D. Tokch, nd R. D. Goodbnd Summry Two trils were

More information

HEMOGLOBIN STANDARDS*

HEMOGLOBIN STANDARDS* HEMOGLOBIN STANDARDS* RUSSELL L. HADEN Clevelnd Clinic, Clevelnd, Ohio Estimtions of hemoglobin often re unstisfctory to the lbortory worker nd the reports my be confusing to the clinicin. Unfortuntely,

More information

The potential future of targeted radionuclide therapy: implications for occupational exposure? P. Covens

The potential future of targeted radionuclide therapy: implications for occupational exposure? P. Covens The potentil future of trgeted rdionuclide therpy: implictions for occuptionl exposure? Introduction: Trgeted Rdionuclide Therpy (TRT) Systemic tretment Molecule lbelled with rdionuclide delivers toxic

More information

Supplementary Online Content

Supplementary Online Content Supplementry Online Content Zulmn DM, Pl Chee C, Ezeji-Okoye SC, et l. Effect of n intensive outptient progrm to ugment primry cre for high-need Veterns Affirs ptients: rndomized clinicl tril. JAMA Intern

More information

Parameter Optimization for FEM based modeling of singlet oxygen during PDT using COMSOL

Parameter Optimization for FEM based modeling of singlet oxygen during PDT using COMSOL Excerpt from the Proceedings of the COMSOL Conference 00 Boston Prmeter Optimiztion for FEM bsed modeling of singlet oxygen during PDT using COMSOL Xing Ling, Ken Kng-Hsin Wng, nd Timothy C. Zhu * Deprtment

More information

Computational Optimization Techniques Applied to Brachytherapy, External Beam and IMRT

Computational Optimization Techniques Applied to Brachytherapy, External Beam and IMRT Comuttionl Otimiztion Techniques Alied to Brchythery, Externl Bem nd IMRT Ev K. Lee, h.d. Industril & Systems Engineering, Georgi Institute of Technology Comuttionl Reserch & Informtics, Rdition Oncology,

More information

WSU Tree Fruit Research and Extension Center, Wenatchee (509) ext. 265;

WSU Tree Fruit Research and Extension Center, Wenatchee (509) ext. 265; FINAL REPORT WTFRC Project # AH-1-5 WSU Project # 13C-355-3 Project title: PI: Orgniztion: Coopertors: of Sunburn in Apples with RAYNOX Lrry Schrder, Horticulturist WSU Tree Fruit Reserch nd Extension

More information

Comparison of three simple methods for the

Comparison of three simple methods for the J. clin. Pth. (1967), 2, 5 Comprison of three simple methods for the ssessment of 'free' thyroid hormone T. M. D. GIMLETTE1 From the Rdio-Isotope Lbortory, St. Thoms's Hospitl, London SYNOPSIS A dilysis

More information

27 June Bmnly L. WALTER ET AL.: RESPONSE OF CERVICAL CANCERS TO IRRADIATION

27 June Bmnly L. WALTER ET AL.: RESPONSE OF CERVICAL CANCERS TO IRRADIATION 27 June 1964 Bmnly MEDICAL JOURNAL L. WALTER ET AL.: RESPONSE OF CERVICAL CANCERS TO IRRADIATION x 1,638.) FIG. 2.-Foci of sme tumour s in Fig. 1 contining vible tumour cells with scnty cytoplsm, reltively

More information

Analysis of Regulatory of Interrelated Activity of Hepatocyte and Hepatitis B Viruses

Analysis of Regulatory of Interrelated Activity of Hepatocyte and Hepatitis B Viruses Interntionl Journl of Biomedicl Mterils Reserch 8 6(): -7 http://www.sciencepublishinggroup.com/j/ijbmr doi:.648/j.ijbmr.86. ISSN: 33-756 (Print) ISSN: 33-7579 (Online) Anlysis of Regultory of Interrelted

More information

Summary. Effect evaluation of the Rehabilitation of Drug-Addicted Offenders Act (SOV)

Summary. Effect evaluation of the Rehabilitation of Drug-Addicted Offenders Act (SOV) Summry Effect evlution of the Rehbilittion of Drug-Addicted Offenders Act (SOV) The Rehbilittion of Drug-Addicted Offenders Act (SOV) ws lunched on April first 2001. This lw permitted the compulsory plcement

More information

Extraction and Some Functional Properties of Protein Extract from Rice Bran

Extraction and Some Functional Properties of Protein Extract from Rice Bran Ksetsrt J. (Nt. Sci.) 40 : 209-214 (2006) Extrction nd Some Functionl Properties of Protein Extrct from Rice Brn Chockchi Theerkulkit*, Siree Chiseri nd Siriwt Mongkolknchnsiri ABSTRACT Rice brn protein

More information

The step method: A new adaptive psychophysical procedure

The step method: A new adaptive psychophysical procedure Perception & Psychophysics 1989, 45 (6), 572-576 The step method: A new dptive psychophysicl procedure WILLIAM A. SIMPSON York University, North York, Ontrio, Cnd A new dptive psychophysicl method, the

More information

ORIGINAL ARTICLE. Diagnostic Signs of Accommodative Insufficiency. PILAR CACHO, OD, ÁNGEL GARCÍA, OD, FRANCISCO LARA, OD, and M A MAR SEGUÍ, OD

ORIGINAL ARTICLE. Diagnostic Signs of Accommodative Insufficiency. PILAR CACHO, OD, ÁNGEL GARCÍA, OD, FRANCISCO LARA, OD, and M A MAR SEGUÍ, OD 1040-5488/02/7909-0614/0 VOL. 79, NO. 9, PP. 614 620 OPTOMETRY AND VISION SCIENCE Copyright 2002 Americn Acdemy of Optometry ORIGINAL ARTICLE Dignostic Signs of Accommodtive Insufficiency PILAR CACHO,

More information

CheckMate 153: Randomized Results of Continuous vs 1-Year Fixed-Duration Nivolumab in Patients With Advanced Non-Small Cell Lung Cancer

CheckMate 153: Randomized Results of Continuous vs 1-Year Fixed-Duration Nivolumab in Patients With Advanced Non-Small Cell Lung Cancer CheckMte 53: Rndomized Results of Continuous vs -Yer Fixed-Durtion Nivolumb in Ptients With Advnced Non-Smll Cell Lung Cncer Abstrct 297O Spigel DR, McCleod M, Hussein MA, Wterhouse DM, Einhorn L, Horn

More information

Feasibility of the partial-single arc technique in RapidArc planning for prostate cancer treatment

Feasibility of the partial-single arc technique in RapidArc planning for prostate cancer treatment Chinese Journal of Cancer Original Article Feasibility of the partial-single arc technique in RapidArc planning for prostate cancer treatment Suresh Rana 1 and ChihYao Cheng 2 Abstract The volumetric modulated

More information

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids Using Pcloutrzol to Suppress Inflorescence Height of Potted Phlenopsis Orchids A REPORT SUBMITTED TO FINE AMERICAS Linsey Newton nd Erik Runkle Deprtment of Horticulture Spring 28 Using Pcloutrzol to Suppress

More information

METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY

METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY 1.0 SCOPE AND APPLICATION 1.1 Method 4010 is procedure for screening solids such s soils, sludges, nd queous medi such s wste wter nd lechtes

More information

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS John F. Ptience nd Doug Gillis SUMMARY

More information

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of 5 Web Serch Outline: 1. Pge rnk, for discovering the most ëimportnt" pges on the Web, s used in Google. 2. Hubs nd uthorities, more detiled evlution of the importnce of Web pges using vrint of the eigenvector

More information

A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS

A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS Hssn Slmni, Mohmmd Tehrnipoor ECE Deprtment University of Connecticut {slmni h,tehrni}@engr.uconn.edu

More information

Computer-Aided Learning in Insulin Pump Training

Computer-Aided Learning in Insulin Pump Training Journl of Dibetes Science nd Technology Volume 4, Issue 4, July 2010 Dibetes Technology Society TECHNOLOGY REPORTS Computer-Aided Lerning in Insulin Pump Trining Sergey V., M.Sc., 1 nd Chrles J. George,

More information

A review of the patterns of docetaxel use for hormone-resistant prostate cancer at the Princess Margaret Hospital

A review of the patterns of docetaxel use for hormone-resistant prostate cancer at the Princess Margaret Hospital MEDICAL ONCOLOGY A review of the ptterns of docetxel use for hormone-resistnt prostte cncer t the Princess Mrgret Hospitl S.N. Chin MD,* L. Wng MSc, M. Moore MD,* nd S.S. Sridhr MD MSc* ABSTRACT Bckground

More information

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method Ksetsrt J. (Nt. Sci.) 48 : 729-739 (2014) Study of Stress Distriution in the Tii During Stnce Phse Running Using the Finite Element Method Thepwchr Ruchirh 1, Tumrong Puttpitukporn 1, * nd Siriporn Ssimontonkul

More information

Analytic hierarchy process-based recreational sports events development strategy research

Analytic hierarchy process-based recreational sports events development strategy research ISSN : 0974-7435 Volume 0 Issue 6 An Indin Journl Anlytic hierrchy process-bsed recretionl sports events development strtegy reserch Weihu Yo School of hysicl Eduction, Luoyng Norml University, Luoyng

More information

XII. HIV/AIDS. Knowledge about HIV Transmission and Misconceptions about HIV

XII. HIV/AIDS. Knowledge about HIV Transmission and Misconceptions about HIV XII. HIV/AIDS Knowledge bout HIV Trnsmission nd Misconceptions bout HIV One of the most importnt prerequisites for reducing the rte of HIV infection is ccurte knowledge of how HIV is trnsmitted nd strtegies

More information

WORKSHOP FOR SYRIA. A SHORT TERM PROJECT A Collaborative Map proposal Al Moadamyeh, Syria

WORKSHOP FOR SYRIA. A SHORT TERM PROJECT A Collaborative Map proposal Al Moadamyeh, Syria Al Modmyeh is city locted south-west Dmscus, in Syri. It is fcing post-conflict sitution, fter yers of siege nd displcement of its inhbitnts. Now, the popultion is coming bck, s lso new incomers. Therefore,

More information

Review TEACHING FOR GENERALIZATION & MAINTENANCE

Review TEACHING FOR GENERALIZATION & MAINTENANCE Gols By the end of clss, you should be ble to: Explin wht generliztion is, why it is criticl for techers to know how to tech so tht it occurs, nd give n exmple of it from your own experience in the clssroom

More information

Replacing Fish Meal with Soybean Meal and Brewer s Grains with Yeast in Diets for Australian Red Claw Crayfish, Cherax quadricarinatus

Replacing Fish Meal with Soybean Meal and Brewer s Grains with Yeast in Diets for Australian Red Claw Crayfish, Cherax quadricarinatus Replcing Fish Mel with Soyben Mel nd Brewer s Grins with Yest in Diets for Austrlin Red Clw Cryfish, Cherx qudricrintus Lur A. Muzinic*, Kenneth R. Thompson, & Crl D. Webster Introduction Soyben mel (SBM)

More information

Infrared Image Edge Detection based on Morphology- Canny Fusion Algorithm

Infrared Image Edge Detection based on Morphology- Canny Fusion Algorithm , pp.42-46 http://dx.doi.org/10.14257/stl.2016.137.08 Infrred Imge Edge Detection bsed on Morphology- Cnny Fusion Algorithm Tng Qingju 1, Bu Chiwu 2, Liu Yunlin 1, Zng Jinsuo 1, Li Dyong 1 1 School of

More information

A Dosimetric Selectivity Intercomparison of HDR Brachytherapy, IMRT and Helical Tomotherapy in Prostate Cancer Radiotherapy

A Dosimetric Selectivity Intercomparison of HDR Brachytherapy, IMRT and Helical Tomotherapy in Prostate Cancer Radiotherapy Strhlentherpie und Onkologie Originl Article A Dosimetric Selectivity Intercomprison of HDR Brchytherpy, IMRT nd Helicl Tomotherpy in Prostte Cncer Rdiotherpy Johnne Hermesse 1, Sylvie Biver 1, Nicols

More information

University of Texas Health Science Center, San Antonio, San Antonio, Texas, USA

University of Texas Health Science Center, San Antonio, San Antonio, Texas, USA Lung Cncer Chemotherpy Given Ner the End of Life by Community Oncologists for Advnced Non-Smll Cell Lung Cncer Jose R. Murillo, Jr., Jim Koeller b,c Methodist Hospitl, Houston, Texs, USA; b University

More information

Implementing New Technologies for Stereotactic Radiosurgery and Stereotactic Body Radiation Therapy

Implementing New Technologies for Stereotactic Radiosurgery and Stereotactic Body Radiation Therapy Implementing New Technologies for Stereotactic Radiosurgery and Stereotactic Body Radiation Therapy Implementation of radiosurgery and SBRT requires a fundamentally sound approach Errors don t blur out

More information

The Effects of Diet Particle Size on Animal Performance

The Effects of Diet Particle Size on Animal Performance MF-2050 Feed Mnufcturing Feed Mnufcturing Cerel grins re the primry energy source in swine nd poultry diets. Therefore, not only must producers be concerned bout the composition of the grin, but lso how

More information

PROVEN ANTICOCCIDIAL IN NEW FORMULATION

PROVEN ANTICOCCIDIAL IN NEW FORMULATION PROVEN ANTICOCCIDIAL IN NEW FORMULATION Coxidin 100 microgrnulte A coccidiosttic dditive for roilers, chickens rered for lying nd turkeys Contins 100 g of monensin sodium per kg Aville s homogenous grnules

More information

distraction cleaning Peaks cages specifications

distraction cleaning Peaks cages specifications Peks cges specifictions We thnk for choosing Qulgenix Peks lumbr cges. 0Pwith α 8 00D8S Mteril 9 0D9S 9 be po Peks 0 - -8 0 0D0S resection with introduce remer 0DM remer 007RM Acute or chronic 0DM remer

More information

Geographical influence on digit ratio (2D:4D): a case study of Andoni and Ikwerre ethnic groups in Niger delta, Nigeria.

Geographical influence on digit ratio (2D:4D): a case study of Andoni and Ikwerre ethnic groups in Niger delta, Nigeria. Journl of Applied Biosciences 27: 1736-1741 ISSN 1997 5902 Geogrphicl influence on digit rtio (2D:4D): cse study of Andoni nd Ikwerre ethnic groups in Niger delt, Nigeri. Gwunirem, Isrel U 1 nd Ihemelndu,

More information

Assessment of Depression in Multiple Sclerosis. Validity of Including Somatic Items on the Beck Depression Inventory II

Assessment of Depression in Multiple Sclerosis. Validity of Including Somatic Items on the Beck Depression Inventory II Assessment of Depression in Multiple Sclerosis Vlidity of Including Somtic Items on the Beck Depression Inventory II Peggy Crwford, PhD; Noh J. Webster, MA Signs nd symptoms of multiple sclerosis (MS)

More information

The Acute Time Course of Concurrent Activation Potentiation

The Acute Time Course of Concurrent Activation Potentiation Mrquette University e-publictions@mrquette Exercise Science Fculty Reserch nd Publictions Exercise Science, Deprtment of 1-1-2010 The Acute Time Course of Concurrent Activtion Potentition Luke Grceu Mrquette

More information

Fat intake in patients newly diagnosed with type 2 diabetes: a 4-year follow-up study in general practice

Fat intake in patients newly diagnosed with type 2 diabetes: a 4-year follow-up study in general practice Originl ppers Ft intke in ptients newly dignosed with type 2 dibetes: 4-yer follow-up study in generl prctice Floris A vn de Lr, Eloy H vn de Lisdonk, Peter L B J Lucssen, J M H Tigchelr, Sski Meyboom,

More information

Fundamentals of Spine MRI and Essential Protocols

Fundamentals of Spine MRI and Essential Protocols Fundmentls of Spine MRI nd Essentil Protocols A. C. Dougls-Akinwnde, MD Octoer 13, 2009 Fundmentls of Spine MRI Lerning Ojectives: 1. List the essentil sequences for Spine MRI exmintion 2. Discuss the

More information

Feeding state and age dependent changes in melaninconcentrating hormone expression in the hypothalamus of broiler chickens

Feeding state and age dependent changes in melaninconcentrating hormone expression in the hypothalamus of broiler chickens Supplementry Mterils Epub: No 2017_23 Vol. 65, 2018 https://doi.org/10.183/bp.2017_23 Regulr pper Feeding stte nd ge dependent chnges in melninconcentrting hormone expression in the hypothlmus of broiler

More information

Invasive Pneumococcal Disease Quarterly Report. July September 2017

Invasive Pneumococcal Disease Quarterly Report. July September 2017 Invsive Pneumococcl Disese Qurterly Report July September 2017 Prepred s prt of Ministry of Helth contrct for scientific services by Rebekh Roos Helen Heffernn October 2017 Acknowledgements This report

More information

Influence of internal fixation systems on radiation therapy for spinal tumor

Influence of internal fixation systems on radiation therapy for spinal tumor JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 16, NUMBER 4, 2015 Influence of internl fixtion systems on rdition therpy for spinl tumor Jingfeng Li, Lei Yn, Jinping Wng, Lin Ci, Dongci Hu Deprtment

More information

Dosimetric Analysis of 3DCRT or IMRT with Vaginal-cuff Brachytherapy (VCB) for Gynaecological Cancer

Dosimetric Analysis of 3DCRT or IMRT with Vaginal-cuff Brachytherapy (VCB) for Gynaecological Cancer Dosimetric Analysis of 3DCRT or IMRT with Vaginal-cuff Brachytherapy (VCB) for Gynaecological Cancer Tan Chek Wee 15 06 2016 National University Cancer Institute, Singapore Clinical Care Education Research

More information

MOLECULAR AND CLINICAL ONCOLOGY 5: , 2016

MOLECULAR AND CLINICAL ONCOLOGY 5: , 2016 MOLECULAR AND CLINICAL ONCOLOGY 5: 429-436, 2016 Improvement of survivl with postmstectomy rdiotherpy in ptients with 1-3 positive xillry lymph nodes: A systemtic review nd met-nlysis of the current literture

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and This rticle ppered in journl published by Elsevier. The ttched copy is furnished to the uthor for internl non-commercil reserch nd eduction use, including for instruction t the uthors institution nd shring

More information

The Effects of Small Sized Rice Bowl on Carbohydrate Intake and Dietary Patterns in Women with Type 2 Diabetes

The Effects of Small Sized Rice Bowl on Carbohydrate Intake and Dietary Patterns in Women with Type 2 Diabetes Originl Article doi: 10.4093/kdj.2010.34.3.166 pissn 1976-9180 eissn 2093-2650 The Effects of Smll Sized Rice Bowl on Crbohydrte Intke nd Dietry Ptterns in Women with Type 2 Dibetes Hee-Jung Ahn 1, *,

More information

Recall Bias in Childhood Atopic Diseases Among Adults in The Odense Adolescence Cohort Study

Recall Bias in Childhood Atopic Diseases Among Adults in The Odense Adolescence Cohort Study Syddnsk Universitet Recll Bis in Childhood Atopic Diseses Among Adults in The Odense Adolescence Cohort Study Mørtz, Chrlotte G; Andersen, Klus Ejner; Bindslev-Jensen, Crsten Published in: Act Dermto-Venereologic

More information

Paper-based skin patch for the diagnostic screening of cystic fibrosis

Paper-based skin patch for the diagnostic screening of cystic fibrosis Electronic Supplementry Mteril (ESI) for ChemComm. This journl is The Royl Society of Chemistry 2015 Supplementry informtion Pper-bsed skin ptch for the dignostic screening of cystic fibrosis Xun Mu,*

More information

Disclosures. Clinical Implementation of SRS/SBRT. Overview. Anil Sethi, PhD. Speaker: BrainLAB Standard Imaging Research collaboration: RaySearch

Disclosures. Clinical Implementation of SRS/SBRT. Overview. Anil Sethi, PhD. Speaker: BrainLAB Standard Imaging Research collaboration: RaySearch Clinical Implementation of SRS/SBRT Anil Sethi, PhD Loyola University Medical Center August 3, 2017 Disclosures Speaker: BrainLAB Standard Imaging Research collaboration: RaySearch 2 Overview Physics Considerations

More information

Input from external experts and manufacturer on the 2 nd draft project plan Stool DNA testing for early detection of colorectal cancer

Input from external experts and manufacturer on the 2 nd draft project plan Stool DNA testing for early detection of colorectal cancer Input externl experts nd mnufcturer on the 2 nd drft project pln Stool DNA testing for erly detection of colorectl cncer (Project ID:OTJA10) All s nd uthor s replies on the 2nd drft project pln Stool DNA

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:.38/nture72 Neurl correltes, computtion nd ehviourl impct of decision confidence Kepecs A., Uchid N., Zriwl H. nd Minen Z.F. Confidence estimtes in integrtor models of decision-mking Computing decision

More information

Am J Nephrol 2013;38: DOI: /

Am J Nephrol 2013;38: DOI: / Americn Journl of Nephrology Originl Report: Ptient-Oriented; Trnsltionl Reserch Am J Nephrol 213;38:333 341 Received: July 23, 213 Accepted: August 28, 213 Pulished online: Octoer 5, 213 Novel Approch

More information

Community. Profile Big Horn County. Public Health and Safety Division

Community. Profile Big Horn County. Public Health and Safety Division Community Helth Profile 2015 Big Horn County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl

More information

Shamsuddin M. Mamun, U. Focken, G. Francis and K. Becker University of Hohenheim, Stuttgart, Germany. September 2004

Shamsuddin M. Mamun, U. Focken, G. Francis and K. Becker University of Hohenheim, Stuttgart, Germany. September 2004 A GROWTH PERFORMANCE AND METABOLIC RATES OF GENETICALLY IMPROVED AND CONVENTIONAL STRAINS OF NILE TILAPIA, OREOCHROMIS NILOTICUS (L.) Shmsuddin M. Mmun, U. Focken, G. Frncis nd K. Becker University of

More information

phosphatase isoenzyme activity: estimation of

phosphatase isoenzyme activity: estimation of J Clin Pthol 1988;41:202-206 Quntittive method for determining serum lkline phosphtse isoenzyme ctivity: estimtion of intestinl component M J PEAKE, M PEJAKOVIC, G H WHITE From the Deprtment ofbiochemistry

More information

Appendix J Environmental Justice Populations

Appendix J Environmental Justice Populations Appendix J Environmentl Justice s [This pge intentionlly left blnk] Tble of Contents REFERENCES...J-2 Pge LIST OF TABLES Pge Tble J-1: Demogrphic Overview of Bruinsburg Site Project Are... J-3 Tble J-2:

More information

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1 JOURNL OF THE EXPERMENTL NLYSS OF BEHVOR VOLUME 7, NUMBER JNURY, 1 964 DFFERENTL RENFORCEMENT OF VOCL DURTON1 HRLN LNE UNVERSTY OF MCHGN The effects of differentil reinforcement of vocl durtion were exmined

More information

Apersistent dilemma for nutrition support practitioners

Apersistent dilemma for nutrition support practitioners Originl Communiction Anlysis of Estimtion Methods for Resting Metbolic Rte in Criticlly Ill Adults Dvid C. Frnkenfield, MS, RD, CNSD 1 ; Abigil Colemn, MS, RD, CNSD 1 ; Shoib Alm, MD 2 ; nd Robert N. Cooney,

More information

Community. Profile Yellowstone County. Public Health and Safety Division

Community. Profile Yellowstone County. Public Health and Safety Division Community Helth Profile 2015 Yellowstone County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl

More information

Community. Profile Missoula County. Public Health and Safety Division

Community. Profile Missoula County. Public Health and Safety Division Community Helth Profile 2015 Missoul County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl Risk

More information

Community. Profile Lewis & Clark County. Public Health and Safety Division

Community. Profile Lewis & Clark County. Public Health and Safety Division Community Helth Profile 2015 Lewis & Clrk County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl

More information

EE247 Lecture 4. EECS 247 Lecture 4: Filters 2005 H.K. Page 1. This Lecture

EE247 Lecture 4. EECS 247 Lecture 4: Filters 2005 H.K. Page 1. This Lecture EE247 Lecture 4 Lst lecture Active biquds Sllen Key & TowThoms Integrtor bsed filters Signl flowgrph concept First order integrtor bsed filter Second order integrtor bsed filter & biquds High order & high

More information

USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS

USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS Swine Dy 1996 USE OF SORGHUM-BASED DISTILLERS GRAINS IN DIETS FOR NURSERY AND FINISHING PIGS B. W. Senne, J. D. Hncock, I. Mvromichlis, S. L. Johnston, P. S. Sorrell, I. H. Kim, nd R. H. Hines Summry Two

More information

SBRT fundamentals. Outline 8/2/2012. Stereotactic Body Radiation Therapy Quality Assurance Educational Session

SBRT fundamentals. Outline 8/2/2012. Stereotactic Body Radiation Therapy Quality Assurance Educational Session Stereotactic Body Radiation Therapy Quality Assurance Educational Session J Perks PhD, UC Davis Medical Center, Sacramento CA SBRT fundamentals Extra-cranial treatments Single or small number (2-5) of

More information

The Measurement of Interviewer Variance

The Measurement of Interviewer Variance 66 TWO STUDIES OF INTERVIEWER VARIANCE OF SOCIO- PSYCHOLOGICAL VARIABLES By: Leslie Kish nd Crol W. Slter Survey Reserch Center, University of Michign Introduction We report results obtined in two surveys

More information

Emerging Options for Thromboprophylaxis After Orthopedic Surgery: A Review of Clinical Data

Emerging Options for Thromboprophylaxis After Orthopedic Surgery: A Review of Clinical Data Emerging Options for Thromboprophylxis After Orthopedic Surgery: A Review of Clinicl Dt Bob L. Lobo, Phrm.D. In four rndomized, controlled studies of ptients undergoing orthopedic surgery, the ntithrombotic

More information

Breast carcinoma grading by histologic features has

Breast carcinoma grading by histologic features has Originl Articles Mitotic Index of Invsive Brest Crcinom Achieving Cliniclly Meningful Precision nd Evluting Tertil Cutoffs John S. Meyer, MD; Eric Costto, PhD; Hns Peter Grf, PhD Context. Mitotic figure

More information

Effect on Glycemic, Blood Pressure, and Lipid Control according to Education Types

Effect on Glycemic, Blood Pressure, and Lipid Control according to Education Types Originl Article http://dx.doi.org/10.4093/dmj.2011.35.6.580 pissn 2233-6079 eissn 2233-6087 D I A B E T E S & M E T A B O L I S M J O U R N A L Effect on Glycemic, Blood Pressure, nd Lipid Control ccording

More information

Supplementary Online Content

Supplementary Online Content Supplementry Online Content Rieckmnn N, Kronish IM, Shpiro PA, Whng W, Dvidson KW. Serotonin reuptke inhibitor use, depression, nd long-term outcomes fter n cute coronry : prospective cohort study. JAMA

More information

BIOSTATISTICS. Lecture 1 Data Presentation and Descriptive Statistics. dr. Petr Nazarov

BIOSTATISTICS. Lecture 1 Data Presentation and Descriptive Statistics. dr. Petr Nazarov Microrry Center BIOSTATISTICS Lecture 1 Dt Presenttion Descriptive Sttistics dr. Petr Nzrov 25-02-2011 petr.nzrov@crp-snte.lu Lecture 1. Dt presenttion descriptive sttistics COURSE OVERVIEW Orgniztion

More information

STATISTICAL DATA ANALYSIS IN EXCEL

STATISTICAL DATA ANALYSIS IN EXCEL Microrry Center STATISTICAL DATA ANALYSIS IN EXCEL Prt 1 Introduction to Sttistics Dr. Petr Nzrov 14-06-2010 petr.nzrov@crp-snte.lu Sttisticl dt nlysis in Excel COURSE OVERVIEW Objectives The course: Reminds

More information

Evaluation of the TEST 1 erythrocyte sedimentation rate system and intra- and inter-laboratory quality control using new latex control materials

Evaluation of the TEST 1 erythrocyte sedimentation rate system and intra- and inter-laboratory quality control using new latex control materials Clin Chem Lb Med 2010;48(7):1043 1048 2010 by Wlter de Gruyter Berlin New York. DOI 10.1515/CCLM.2010.162 Evlution of the TEST 1 erythrocyte sedimenttion rte system nd intr- nd inter-lbortory qulity control

More information

Community. Profile Powell County. Public Health and Safety Division

Community. Profile Powell County. Public Health and Safety Division Community Helth Profile 2015 Powell County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl Risk

More information

Clinical Implementation of SRS/SBRT

Clinical Implementation of SRS/SBRT Clinical Implementation of SRS/SBRT Anil Sethi, PhD, FAAPM Loyola University Medical Center November 4, 2017 Disclosures Speaker: BrainLAB Standard Imaging Research collaboration: RaySearch 2 Learning

More information

Simulating the Effect of Exercise on Urea Clearance in

Simulating the Effect of Exercise on Urea Clearance in BRIEF COMMUNICATION Simulting the Effect of Exercise on Ure Clernce in Hemodily si s STEPHEN W. SMYE,* ELIZABETH J. LINDLEY,* nd ERIC J. WILLt Deprtments of *Medicl Physics nd Renl Medicine, St. Jmes s

More information

Effect of Field Pea Replacement and Yucca schidigera extract on weaning transition growth and feedlot performance

Effect of Field Pea Replacement and Yucca schidigera extract on weaning transition growth and feedlot performance Effect of Field Pe Replcement nd Yucc schidiger extrct on wening trnsition growth nd feedlot performnce D.G. Lndblom 1 nd J. Pennington 2 1 Dickinson Reserch Extension Center, Dickinson, ND 2 Dickinson

More information

An Energy Efficient Seizure Prediction Algorithm

An Energy Efficient Seizure Prediction Algorithm An Energy Efficient Seizure Prediction Algorithm Zhongnn Fng Electricl Engineering Stnford University zhongnn@stnford.edu Yun Yun Sttistics Stnford University yun@stnford.edu Andrew Weitz Bioengineering

More information

Community. Profile Anaconda- Deer Lodge County. Public Health and Safety Division

Community. Profile Anaconda- Deer Lodge County. Public Health and Safety Division Community Helth Profile 2015 Ancond- Deer Lodge County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12

More information

T.S. Kurki a, *,U.Häkkinen b, J. Lauharanta c,j.rämö d, M. Leijala c

T.S. Kurki a, *,U.Häkkinen b, J. Lauharanta c,j.rämö d, M. Leijala c Europen Journl of Crdio-thorcic Surgery 20 (2001) 1183 1187 www.elsevier.com/locte/ejcts Evlution of the reltionship between preopertive risk scores, postopertive nd totl length of stys nd hospitl costs

More information

A cross-sectional and follow-up study of leukopenia in tuberculosis patients: prevalence, risk factors and impact of anti-tuberculosis

A cross-sectional and follow-up study of leukopenia in tuberculosis patients: prevalence, risk factors and impact of anti-tuberculosis Originl Article A cross-sectionl nd follow-up study of leukopeni in tuberculosis ptients: prevlence, risk fctors nd impct of nti-tuberculosis tretment Fei-Shen Lin 1 *, Mei-Ying Wu 2 *, Wen-Jun Tu 3, Hong-Qiu

More information

Opioid Use and Survival at the End of Life: A Survey of a Hospice Population

Opioid Use and Survival at the End of Life: A Survey of a Hospice Population 532 Journl of Pin nd Symptom Mngement Vol. 32 No. 6 December 2006 NHPCO Originl Article Opioid Use nd Survivl t the End of Life: A Survey of Hospice Popultion Russell K. Portenoy, MD, Un Sibircev, BA,

More information

MOLECULAR AND CLINICAL ONCOLOGY 7: , 2017

MOLECULAR AND CLINICAL ONCOLOGY 7: , 2017 336 Effect of intrtumorl bscess/necrosis on the outcome for hed nd neck cncer ptients treted by hypofrctionted stereotctic re irrdition using CyberKnife HIDEYA YAMAZAKI 1,2, MIKIO OGITA 3, KENGO HIMEI

More information

Effect of linear and random non-linear programming on environmental pollution caused by broiler production

Effect of linear and random non-linear programming on environmental pollution caused by broiler production Journl of Novel Applied Sciences Aville online t www.jnsci.org 24 JNAS Journl-24-3-/43-434 ISSN 2322-549 24 JNAS Effect of liner nd rndom non-liner progrmming on environmentl pollution cused y roiler production

More information

Lipase and Pancreatic Amylase Activities in Tissues and in Patients with Hyperamylasemia

Lipase and Pancreatic Amylase Activities in Tissues and in Patients with Hyperamylasemia CLINICAL CHEMISTRY Originl Article Lipse nd Pncretic Amylse Activities in Tissues nd in Ptients with Hypermylsemi FRED APPLE, PH.D, PETER BENSON, M.D., LYNNE PREESE, MT, M.B.A., STEVEN EASTEP, M.D., LAURA

More information

A Four-System Comparison of Patients With Chronic Illness: The Military Health System, Veterans Health Administration, Medicaid, and Commercial Plans

A Four-System Comparison of Patients With Chronic Illness: The Military Health System, Veterans Health Administration, Medicaid, and Commercial Plans MILITARY MEDICINE, 174, 9:936, 2009 A Four-System Comprison of Ptients With Chronic Illness: The Militry Helth System, Veterns Helth Administrtion, Medicid, nd Commercil Plns Teres B. Gibson, PhD * ; Todd

More information

Citation for published version (APA): Krajenbrink, T. G. A. (1994). The silhouette of the mandibular condyle on radiographs. s.n.

Citation for published version (APA): Krajenbrink, T. G. A. (1994). The silhouette of the mandibular condyle on radiographs. s.n. University of Groningen The silhouette of the mndibulr condyle on rdiogrphs. Krjenbrink, Thierry Guy Alexis IMPORTANT NOTE: You re dvised to consult the publisher's version (publisher's PDF) if you wish

More information

Community. Profile Carter County. Public Health and Safety Division

Community. Profile Carter County. Public Health and Safety Division Community Helth Profile 2015 Crter County Public Helth nd Sfety Division Tble of Contents Demogrphic Informtion 1 Communicble Disese 3 Chronic Disese 4 Mternl nd Child Helth 10 Mortlity 12 Behviorl Risk

More information