Quantification of hyperdense middle cerebral artery sign by multidetector computed tomography (MDCT)

Size: px
Start display at page:

Download "Quantification of hyperdense middle cerebral artery sign by multidetector computed tomography (MDCT)"

Transcription

1 Neurordiology Updte rticle Quntifiction of hyperdense middle cererl rtery sign y multidetector computed tomogrphy (MDCT) Frncisco Meli, Jvier Vllejos, Cludi Álvrez, Crlos Cpuñy, Ptrici Crrscos Resumen Ojetivos. Otener un cuntificción solut y reltiv de l densidd en el signo de l rteri cererl medi (ACM) con el fin de logrr un vlor ojetivo pr el dignóstico temprno de isquemi cererl gud con TCMD. Mteriles y Métodos. Se incluyeron 40 pcientes, 20 con sospech de isquemi cererl gud (edd medi 73,4 ños) y 20 pcientes controles (edd medi 71,2 ños, p=0,63), que se relizron TC cererl con un equipo de 64 fils de detectores. L cuntificción solut se relizó midiendo l densidd en UH en el segmento de l ACM visulmente de myor densidd. Tmién se midió l densidd en el mismo segmento de l ACM contrlterl pr clculr l diferenci entre ms rteris (cuntificción reltiv). Resultdos. En pcientes csos, l densidd medi de l ACM fectd (62,5 UH, IC 99%: 46,2-78,7) fue myor que l de l ACM contrlterl (39,3 UH, IC 99%: 33,3-45,3) (p=0,0004) y tmién fue myor en comprción con l ACM en pcientes controles (44,7 UH, IC 99%: 37,4-52) (p=0,0045). En l cuntificción reltiv, l diferenci medi entre l densidd de l ACM fectd y l de ACM contrlterl en los pcientes csos fue de 23,2 UH (IC 95%: 11,7-34,7), mientrs que, en pcientes controles, l diferenci medi entre l densidd de l ACM derech y l ACM izquierd fue 5,2 UH (IC 95%: 2,4-8,4) (diferenci: 17,8 UH, p=0,0032, IC 95%: 6,8-28,8). Conclusión. Mostrmos diferencis significtivs (soluts y reltivs) en l densidd de l ACM en pcientes con sospech de isquemi cererl gud en comprción con sujetos normles. Plrs clve. Accidente cerero vsculr. Arteri cererl medi. Tomogrfí computd multidetector. Astrct Quntifiction of hyperdense middle cererl rtery sign y multidetector computed tomogrphy (MDCT). Purposes. To otin solute nd reltive quntifiction vlues of density in the middle cererl rtery (MCA) sign, in order to otin n ojective vlue for n erly dignosis of cute ischemic stroke using MDCT. Mteril nd Methods. Forty dult ptients, 20 with suspected dignosis of cute ischemic stroke (men ge: 73.4 yers) nd 20 controls (men ge: 71.2 yers, p=0.63), underwent rin CT scns with 64-row multi-detector scnner (Brillince 64; Philips Medicl Systems). Asolute quntittive nlysis ws ssessed y trcking tissue density of the MCA segment using region of interests. For reltive quntifiction, density in the sme segment of the contr-lterl MCA ws mesured to clculte the difference etween oth rteries. Results. In cses, men density of ffected MCA (62.5 HU, 99% CI: ) ws greter thn tht of the contr-lterl MCA segments (39.3 HU, 99% CI: ) (p<0.0004) nd lso greter thn tht of controls (44.7 HU, 99% CI: ) (p=0.0045). In reltive quntifiction, the men difference etween density of the ffected MCA nd tht of contr-lterl MCA in cses ws 23.2 HU (95% CI: ), while in controls the men difference etween the right MCA density nd the left MCA density ws 5.2 HU (95% CI: ) (difference: 17.8 HU, p = , 95% CI: ). Conclusion. We showed significnt (reltive nd solute) differences in MCA density in ptients with suspected cute ischemic stroke s compred to norml sujects. Keywords. Middle cererl rtery. Multidetector computed tomogrphy. Stroke. INTRODUCTION Computed tomogrphy (CT) nd mgnetic resonnce imging (MRI) ply centrl role in the mngement of cute stroke. CT perfusion, diffusionweighted imging, nd perfusion MRI my help to improve identifiction of ptients who re cndidtes for thromolytic therpy (1,2). However, ecuse of etter vilility, ese of use nd short exmintion time, CT is still --nd is likely to remin--the method of choice in the initil differentil dignosis of stroke. During the first hours of n cute stroke, CT findings my e sutle or even undetectle, even when lrge territory is involved. However, mny signs hve een descried s mrkers of erly cute stroke on CT: 1) sl gngli hypodensity, 2) hypottenution of the insulr rion, 3) effcement of convexity sulci, nd 4) the hyperdense middle cererl rtery Deprtmento de Tomogrfí Computd y Resonnci Mgnétic de Dignóstico Mipú. Av. Mipú CP B1602ABQ. Vicente López, Buenos Aires Argentin. Correspondenci: Dr. Jvier Vllejos - [email protected] Reciido: ferero 2011; ceptdo: octure 2011 Received: ferero 2011; ccepted: octoer 2011 SAR-FAARDIT RAR - Volumen 75 - Número Págin 1

2 Quntifiction of hyperdense middle cererl rtery sign Fig. 1: () Brin MDCT xil imge of 68-yer-old mle ptient showing right MCA hyperdensity. () Zoomed-in imge showing solute quntifiction of density of oth MCAs y single pixel ROI. The difference etween the ffected MCA nd the contrlterl MCA is 16 HU. Fig. 2: () Brin MDCT xil imge of 69-yer-old femle ptient showing oth MCAs with norml density. () Zoomed-in imge showing similr ttenution vlues in oth MCAs. sign (HMCAS) (3-5). In recent yers, recognition of the erly signs of stroke hs ecome more importnt with the dvent of systemic thromolytic therpy (6). Incresed ttenution of the middle cererl rtery (MCA) ws first descried in the erly 1980s, corresponding to the presence of n occlusive thromus within the involved vessel (7). This finding hs een oserved within 90 minutes of symptom onset (8). In ddition, some uthors hve reported tht the presence of this sign hs n independent prognostic vlue in terms of susequent moridity nd mortlity (4,5). Some uthors hve reported tht the specificity of HMCAS in identifying MCA occlusion pproches 100%, wheres its sensitivity is lower (4,5). However, flse positives hve een noted in ptients with high hemtocrit or clcified therosclerotic disese. Furthermore, with the new multidetector CT scnners, reduction of prtil volume effects hs een chieved due to thinner slice thickness. This determines n pprent reltive vsculr hyperdensity. Págin 2 RAR - Volumen 75 - Número

3 Frncisco Meli et l. Fig. 3: Box plot showing quntifiction of the middle cererl rtery sign on the ffected side versus the contrlterl MCA. Fig.4: Box plot showing the reltion in the quntifiction of the middle cererl rtery sign on the ffected MCA in cses versus controls. Fig. 5: Brin MDCT xil imge in 72-yerold femle ptient with left-sided fcil, rm nd leg motor deficit. Density mesurements were performed on MCAs, nd significnt difference ws found. Fig. 6: Brin MDCT performed in 62 yerold femle ptient with clinicl symptoms indictive of stroke. Axil imge shows hyperdensity of the left MCA (rrow). Fig. 7: Sixty-seven yer-old mle ptient with left-sided motor deficit. Brin MDCT ws performed 3 hours fter the onset of symptoms. Axil imge shows hyperdensity of the right MCA (rrow) s the only indictive sign of ischemic stroke. The im of this study is to otin solute nd reltive quntifiction vlues of density in the middle cererl rtery (MCA) sign, in order to otin n ojective vlue for n erly dignosis of cute ischemic stroke using multidetector CT. MATERIALS AND METHODS The project ws pproved y the Institutionl Review Bord. A prospective study ws performed, from Novemer 2007 to Mrch 2010, in 32 ptients who underwent rin CT scn on the sme dy s stroke ws cliniclly suspected. Twelve ptients with intrprenchyml hemtom on CT were excluded. Of the remining 20 ptients, 16 (80%) were mles nd 4 (20%) were femles. The men ge in this group ws 73.4 yers (rnge 60-82). We lso reviewed selected studies of 20 ptients with n ge rnge etween 60 nd 80 yers who ttended our site to hve rin CT scn performed for other resons during the sme period. In this control group, 12 ptients (60%) were mles nd 8 (40%) were femles, nd the men ge ws 71.2 yers (rnge 62-79). All ptients underwent non-contrst rin CT scns with 64-row multidetector scnner (Brillince 64; Philips Medicl Systems, Clevelnd, OH). The following technicl prmeters were used for dt cquisition: collimtion, 64? mm; 2-mm reconstruction slice thickness; tle increment, 1 mm; mtrix, 512 x 512; pitch 0.45; 140 kv; 300 ma; gntry rottion time, 0.75 sec. The ffected side ws defined s the one where the HMCAS ws sujectively oserved. Asolute quntifiction ws performed y mesuring vsculr ttenution in HU on xil CT slices using one-pixel regions of interests (ROIs) in the visully MCA s densest segment. Using the sme methodology, density ws lso mesured in the sme segment of the contrlterl MCA (not ffected). For reltive quntifiction, density in the sme segment of the contrlterl MCA ws mesured to clculte the difference etween oth rteries (Fig. 1). In controls, density mesure- RAR - Volumen 75 - Número Págin 3

4 Quntifiction of hyperdense middle cererl rtery sign Fig. 8: Progression of ischemic stroke in 71-yer old ptient. () Brin MDCT performed 6 hours fter the onset of symptoms. Coronl reconstruction shows hyperdensity of the left MCA nd sutle hypodensity of ipsilterl sl gngli. () Follow-up MDCT performed 24 hours fter the onset of symptoms, showing persistent left MCA sign nd extensive re of infrction in the MCA territory. Fig. 9: Brin MDCT, xil slice in 64-yer-old ptient. Sylvin cisterns re nrrow nd impir proper identifiction of the MCA. In these cses, n incresed slice thickness improves visuliztion of the right HMCAS (rrow). Fig. 10: Seventy-yer-old ptient with right motor deficit nd left HMCAS on rin MDCT. For tortuous vessel courses, mximum intensity projection (MIP) reconstructions llow more pprent visuliztion of the sign. ments were tken from n ritrry portion of the M1 segment of the MCAs on oth sides, with the im of otining n solute nd reltive quntifiction of ttenution (Fig. 2). All mesurements were mde y two oservers with different levels of experience, neurordiologist (F.M.) nd third-yer resident in Rdiology (C.A.). Sttisticl nlyses were performed using Student s t test to clculte differences etween groups, when the study vrile showed norml distriution. Differences with p vlues < 0.05 were considered sttisticlly significnt. Interoserver vriility in mesurements of MCA ttenution ws ssessed y clculting the Spermn s correltion coefficient nd the greement intervl y the Blnd-Altmn method. Págin 4 RAR - Volumen 75 - Número

5 Frncisco Meli et l. Fig. 11: Seventy-four yer-old femle ptient with dysrthri of 6 hours durtion. () Density of MCAs does not visully pper to e incresed on rin MDCT. () When solute quntifiction of the right MCA is performed, density is effectively 45 HU, which cn e oserved in norml ptients. However, when compring the right MCA density with tht of the left MCA, the difference is 20 HU. This suggests positive sign on the right side. The ptient experienced n infrction in the territory of the right MCA. Fig. 12: Differentil dignosis: fifty-two yer old ptient with high hemtocrit. () Hyperdensity of oth MCAs on CT scn. () Quntifiction revels similr density on oth sides, with no evidence of significnt difference. RESULTS There were no significnt differences (p = 0.63) in ge etween the group of cses with suspected stroke (men 73.4 yers; rnge 60-82) nd controls (men 71.2 yers; rnge 62-79). When solute quntifiction ws performed, in cses, the men density of the ffected MCA ws 62.5 HU (99% CI: 46.2 to 78.7), while tht of the helthy contrlterl MCA ws 39.3 HU (99% CI: 33.3 to 45.3), with significnt difference of 23.2 HU (p<0.0004) (Fig. 3). The men density of MCAs in controls ws 44.7 HU (99% CI: 37.4 to 52), significntly lower thn the density of the ffected MCA in cses, with difference of 17.8 HU (p = ) (Fig. 4). In reltive quntifiction, the men difference etween density of the ffected MCA nd tht of contrlterl MCA in cses (Fig. 5) ws 23.2 HU (95% CI: 11.7 to 34.7), while in controls the men difference etween the right MCA density nd the left MCA density ws 5.2 HU (95% CI: 2.4 to 8.4). The difference etween cses nd controls ws significnt with p vlue = (95% CI: 6.8 to 28.8). In the ssessment of interoserver vriility, the coefficient of correltion ws r=0.87 with 95% limits of greement etween -8.4 to 6.3 HU. RAR - Volumen 75 - Número Págin 5

6 Quntifiction of hyperdense middle cererl rtery sign Fig. 13: Differentil dignosis: theromtous plques. () Seventy-yer-old ptient with hyperdensity of the left MCA on CT scn. An ssessment of the vessel on the orthogonl plne y multiplnr reconstruction llows visuliztion of eccentric hyperdensity of lumen (rrow), which is typicl of clcified therom plques. () A 75-yer-old ptient with right MAC MCA hyperdensity on CT scn. In the orthogonl plne, hyperdensity involves the whole vessel lumen (rrow), which is indictive of vsculr thromus. This differentil dignosis cnnot e mde only y density mesurement, s there re firous theromtous plques tht re usully less thn 100 HU nd vsculr thromi of over 100 HU, which indictes n overlp of ttenution vlues nd the impossiility of determining cut-off vlue. Págin 6 RAR - Volumen 75 - Número

7 Frncisco Meli et l. DISCUSSION According to the literture, the HMCAS is oserved in 30% of ptients experiencing vsculr event in the territory of the MCA (9,10). In most studies, this sign is qulittively reported, nd no HU vlues re mentioned. However, Koo et l (6) found s positive vlue ove 43 HU in ttenution of the ffected MCA. Schuknecht et l (11) susequently focused on the sme issue, ut did not report comprtive vlues etween oth MCAs. Recently, Aul-Ksim et l (2) considered MCA ttenution ove 50 HU nd MCA rtio (ffected MCA/ helthy MCA) ove 1.4 s cut-off vlues defining the limit etween the presence nd sence of HMCAS. After performing densitometric mesurements, we otined significnt difference when compring HU vlues in the ffected MCA in ptients with cute stroke to those in the contrlterl MCA nd in controls (Figs. 6 nd 7). Aul-Ksim et l (2) reported ojective nd sujective findings in cses of cute stroke with HMCAS. The vlues they found in 39 ptients were slightly lower on the ffected side (60.5 HU) thn ours (62.5 HU). When using the ffected MCA / helthy MCA density rtio, the men vlue ws 1.5. In our cses, the men difference etween density of the ffected MCA nd tht of the helthy MCA ws 23.2 HU, while in controls the difference ws only 5.2 HU. To our knowledge, this is the first report of quntittive ssessment of the HMCAS in prospective series of ptients, evluted with multidetector CT scnner, with results tht re in generl greement with those otined y Aul-Ksim et l. Other uthors emphsize tht the presence of HMCAS hs prognostic vlue in the evlution of ptients fter thromolysis (4,5,12). Khritonov et l (13) oserved in 1905 ptients tht HMCAS disppered fter IV thromolysis in hlf of cses, nd these ptients hd much etter prognosis thn those with persistent HMCAS on CT scns (Fig. 8). Therefore, given the existence of n lterntive tretment pproch with good results, evidence cretes the need for relile method to ccurtely detect this sign. Even though it is well-known tht erly signs of rin ischemi on CT scn re less pprent (compring to diffusion-weighted MRI) nd require trining for proper identifiction, Wrdlow et l (14) stted tht the oserver s experience is not the min fctor to ensure n ccurte dignosis (Figs. 9 nd 10). Identifiction of which signs re most importnt to e recognized nd the clrifiction of their definition re the two fctors with mjor implictions for dignostic ccurcy. In our study, vsculr density ws evluted nd quntified y two oservers with different levels of experience in neurordiologicl imging ( senior physicin nd resident) nd high degree of correltion nd greement ws chieved. Therefore, sed on the therpeutic nd prognostic implictions of this sign, its identifiction y physicins with little experience is of prmount importnce, s mny of these ptients re seen t emergency deprtments y junior physicins nd/or residents. Most of the times, they perform rin CT scn in ptients with cute ischemic stroke. Quntittive ssessment would provide ojective dt to support visul inspection, not mtter how ccurte nd detiled visul inspection might e (Fig. 11). A comined qulittive nd quntittive ssessment mkes it possile to rule out other differentil dignoses tht could led to flse positive HMCAS, such s high hemtocrit or clcified therosclerotic plques. In the first cse, incresed density is generlized nd oth middle cererl rteries often show high ttenution (Fig. 12). In the presence of theromtous disese, clcified plques re usully eccentric. This is etter pprecited on multiplnr reconstructions orthogonl to the mjor xis of the vessel involved (Fig. 13). Limittions to our study include the smll smple size, lthough the interoserver correltion ws very good. However, we included group of controls with no vsculr involvement, which provides further informtion nd mkes results stronger. An dditionl limittion is the inclusion of ptients with different times of progression on the sme dy of the cererovsculr event. The greement etween the few studies on quntittive ssessment of HMCAS reported in the literture nd our findings is promising. Hyperdense MCA my e ojectively detected y multidetector CT y mesuring MCA density nd compring it with tht of the helthy contrlterl MCA. We think tht the incorportion of routine reding of CT scns in this group of ptients t emergency deprtments with sujective nd ojective (quntifiction) ssessments would further increse the finl outcome ccurcy nd precision nd provide the clinicl neurologist with necessry rdiologicl dt to mke decision on the therpeutic pproch. References 1. Wrdlw JM, Mielke O. Erly signs of rin infrction t CT: Oserver reliility nd outcome fter thromolytic tretment-systemtic review. Rdiology 2005; 235: Aul-Ksim K, Selriu E, Brizzi M, Petersson J. Hyperdense middle cererl rtery sign in multidetector computed tomogrphy: Definition, occurrence, nd reliility nlysis. Neurol Indi 2009; 57: Kidwell CS, Villlnc JP, Sver JL. Advnces in neuroimging of cute stroke. Curr Atheroscler Rep 2000; 2: Von Kummr R, Meyding-Lmde U, Forsting M, Rosin L, Rieke K, Hcke W, et l. Sensitivity nd prognostic vlue of erly computed tomogrphy in middle cererl rtery trunk occlusion. AJNR Am J Neurordiol 1994; 15: Tomsick TA, Brott TG, Olinger CP, Brsn W, Spilker J, Eerle R, et l. Hyperdense middle cererl rtery: incidence nd quntittive significnce. Neurordiology 1989; 31: Koo CK, Tesdle E, Muir KW. Wht Constitutes True RAR - Volumen 75 - Número Págin 7

8 Quntifiction of hyperdense middle cererl rtery sign Hyperdense Middle Cererl Artery Sign? Cererovsculr diseses 2000; 10: Gcs G, Fox AJ, Brnett HJM, Vinuel F. CT visuliztion of intrcrnil rteril thromoemolism. Stroke 1983; 14: Tomsick T, Brott T, Brsn W, Broderick J, Hley EC, Spiler J, et l. Prognostic vlue of the hyperdense middle cererl rtery sign nd stroke scle score efore ultrerly thromolytic therpy. AJNR Am J Neurordiol 1996; 17: Mnelfe C, Lrrue V, von Kummer R, Bozzo L, Ringle P, Bstinello S, et l. Assocition of hyperdense middle cererl rtery sign with clinicl outcome in ptients treted with tissue plsminogen ctivtor. Stroke 1999; 30: Bstinello S, Pierllini A, Colonnese C, Brughitt G, Angeloni U, Antonelli M, et l. Hyperdense middle cererl rtery CT sign: comprison with ngiogrphy in the cute phse of ischemic suprtentoril infrction. Neurordiology 1991; 33: Schuknecht B, Rtzk M, Hofmnn E. The "dense rtery sign"--mjor cererl rtery thromoemolism demonstrted y computed tomogrphy. Neurordiology 1990; 32: Zorzon M, Msè G, Pozzi-Mucelli F, Antonutti L, Ion L, Czzto G. Incresed density in the middle cererl rtery y nonenhnced computed tomogrphy: Prognostic vlue in cute cererl infrction. Eur Neurol 1993; 33: Khritonov T, Ahmed N, Thorén M, Wrdlw JM, von Kummer R, Glhn J, et l. Hyperdense middle cererl rtery sign on dmission CT scn--prognostic significnce for ischemic stroke ptients treted with intrvenous thromolysis in the sfe implementtion of thromolysis in Stroke Interntionl Stroke Thromolysis Register. Cererovsc Dis 2009; 27: Wrdlw JM, Dormn PJ, Lewis SC, Sndercock PA. Cn stroke physicins nd neurordiologists identify signs of erly cererl infrction on CT? J Neurol Neurosurg Psychitry 1999; 67: Págin 8 RAR - Volumen 75 - Número

EQUATIONS OF LINES AND PLANES

EQUATIONS OF LINES AND PLANES EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint

More information

Small Businesses Decisions to Offer Health Insurance to Employees

Small Businesses Decisions to Offer Health Insurance to Employees Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults

More information

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013 Utiliztion of Smoking Cesstion Benefits in Medicid Mnged Cre, 2009-2013 Office of Qulity nd Ptient Sfety New York Stte Deprtment of Helth Jnury 2015 Introduction According to the New York Stte Tocco Control

More information

Reasoning to Solve Equations and Inequalities

Reasoning to Solve Equations and Inequalities Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing

More information

Simulation of operation modes of isochronous cyclotron by a new interative method

Simulation of operation modes of isochronous cyclotron by a new interative method NUKLEONIKA 27;52(1):29 34 ORIGINAL PAPER Simultion of opertion modes of isochronous cyclotron y new intertive method Ryszrd Trszkiewicz, Mrek Tlch, Jcek Sulikowski, Henryk Doruch, Tdeusz Norys, Artur Srok,

More information

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of

More information

COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION

COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION Nthn S. Boyd nd Eric B. Brennn, USDA-ARS, Orgnic Reserch Progrm, 1636 E. Alisl Street, Slins, CA 93905 Astrct Weed mngement is

More information

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage:

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage: Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge for: Single & Fmily Pln Type: NPOS This is only summry. If you wnt more detil bout your coverge nd costs, you cn get the complete

More information

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl

More information

MRI Technical Considerations

MRI Technical Considerations MRI Technicl Considertions 2 2.1 Positioning nd Fixtion of the Knee Right knee It is not possile to dignose ACL pthology using sgittl MR imges cquired with fully or overextended knees. It is therefore

More information

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process An Undergrdute Curriculum Evlution with the Anlytic Hierrchy Process Les Frir Jessic O. Mtson Jck E. Mtson Deprtment of Industril Engineering P.O. Box 870288 University of Albm Tuscloos, AL. 35487 Abstrct

More information

The portal venous system is associated with a wide range of congenital

The portal venous system is associated with a wide range of congenital Dign Interv Rdiol 2011; 17:135 142 Turkish Society of Rdiology 2011 ABDOMINAL IMAGING PICTORIAL ESSAY Congenitl nd cquired normlities of the portl venous system: multidetector CT ppernces Nilgün Işıksln

More information

Basic Ultrasound Views

Basic Ultrasound Views Bsic Ultrsound Views 2 Kenneth D. Horton K.D. Horton Echo/Vsculr Lortory, Intermountin Medicl Center, Murry, UT, USA e-mil: [email protected] T.P. Arhm (ed.), Cse Bsed Echocrdiogrphy, DOI: 10.1007/978-1-84996-151-6_2,

More information

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3. The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only

More information

Section 5-4 Trigonometric Functions

Section 5-4 Trigonometric Functions 5- Trigonometric Functions Section 5- Trigonometric Functions Definition of the Trigonometric Functions Clcultor Evlution of Trigonometric Functions Definition of the Trigonometric Functions Alternte Form

More information

Reversing Medications That Cause Bleeding

Reversing Medications That Cause Bleeding Reversing Medictions Tht Cuse Bleeding Dine M. Birnbumer, M.D., FACEP Professor of Medicine University of Cliforni, Los Angeles Senior Fculty Deprtment of Emergency Medicine Hrbor-UCLA Medicl Center The

More information

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx IJB-2938; No. of Pges 12 i n t e r n t i o n l j o u r n l o f m e d i c l i n f o r m t i c s x x x ( 2 0 1 2 ) xxx xxx j ourn l homepge: www.ijmijournl.com Description nd comprison of qulity of electronic

More information

Health Information Systems: evaluation and performance of a Help Desk

Health Information Systems: evaluation and performance of a Help Desk 536 Digitl Helthcre Empowering Europens R. Cornet et l. (Eds.) 2015 Europen Federtion for Medicl Informtics (EFMI). This rticle is published online with Open Access by IOS Press nd distributed under the

More information

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator AP Clculus Finl Review Sheet When you see the words. This is wht you think of doing. Find the zeros Find roots. Set function =, fctor or use qudrtic eqution if qudrtic, grph to find zeros on clcultor.

More information

CHARACTERIZATION OF HASS AVOCADO PROLEPTIC AND SYLLEPTIC SHOOT PROPORTION IN VALPARAISO REGION, CHILE

CHARACTERIZATION OF HASS AVOCADO PROLEPTIC AND SYLLEPTIC SHOOT PROPORTION IN VALPARAISO REGION, CHILE Proceedings VI World Avocdo Congress (Acts VI Congreso Mundil del Agucte) 2007. Viñ Del Mr, Chile. 12 16 Nov. 2007. ISBN No 978-956-17-0413-8. CHARACTERIZATION OF HASS AVOCADO PROLEPTIC AND SYLLEPTIC SHOOT

More information

AN ANALYTICAL HIERARCHY PROCESS METHODOLOGY TO EVALUATE IT SOLUTIONS FOR ORGANIZATIONS

AN ANALYTICAL HIERARCHY PROCESS METHODOLOGY TO EVALUATE IT SOLUTIONS FOR ORGANIZATIONS AN ANALYTICAL HIERARCHY PROCESS METHODOLOGY TO EVALUATE IT SOLUTIONS FOR ORGANIZATIONS Spiros Vsilkos (), Chrysostomos D. Stylios (),(b), John Groflkis (c) () Dept. of Telemtics Center, Computer Technology

More information

Contextualizing NSSE Effect Sizes: Empirical Analysis and Interpretation of Benchmark Comparisons

Contextualizing NSSE Effect Sizes: Empirical Analysis and Interpretation of Benchmark Comparisons Contextulizing NSSE Effect Sizes: Empiricl Anlysis nd Interprettion of Benchmrk Comprisons NSSE stff re frequently sked to help interpret effect sizes. Is.3 smll effect size? Is.5 relly lrge effect size?

More information

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs Survivl of Non-smll Cell Cncer Ptients with Postopertive Recurrence t Distnt Orgns Ichiro Yoshino, MD, 1,2 Tomofumi Yohen, MD, 1 Mschik Kitjim, MD, 1 Chie Ushijim, MD, 1 Kenichi Nishiok, MD, 1 Yukito Ichinose,

More information

Bayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom

Bayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom Byesin Updting with Continuous Priors Clss 3, 8.05, Spring 04 Jeremy Orloff nd Jonthn Bloom Lerning Gols. Understnd prmeterized fmily of distriutions s representing continuous rnge of hypotheses for the

More information

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999 Economics Letters 65 (1999) 9 15 Estimting dynmic pnel dt models: guide for q mcroeconomists b, * Ruth A. Judson, Ann L. Owen Federl Reserve Bord of Governors, 0th & C Sts., N.W. Wshington, D.C. 0551,

More information

Antibody Screening. Antibody Screening in Pre-transfusion Testing and Antenatal Screening

Antibody Screening. Antibody Screening in Pre-transfusion Testing and Antenatal Screening Antiody Screening in Pre-trnsfusion Testing nd Antentl Screening Antiody Screening in Pre-trnsfusion Testing nd Antentl Screening Q. Wht re nturlly occurring or expected ntiodies? Q. Wht re typicl or unexpected

More information

Navy Asbestos Medical Surveillance Program 1990 1999: Demographic Features and Trends in Abnormal Radiographic Findings

Navy Asbestos Medical Surveillance Program 1990 1999: Demographic Features and Trends in Abnormal Radiographic Findings MILITARY MEDICINE, 171, 8:717, 2006 Nvy Asbestos Medicl Surveillnce Progrm 1990 1999: Demogrphic Fetures nd Trends in Abnorml Rdiogrphic Findings Gurntor: Dnielle M. Dell, MPH Contributors: Dnielle M.

More information

INITIATION OF THERAPY Patient-specific considerations for initiation of apixaban therapy include the following:

INITIATION OF THERAPY Patient-specific considerations for initiation of apixaban therapy include the following: UNC HEALTH CARE GUIDELINE Mngement of Apixn in Adults Apixn (Eliquis ) is n orl nticogulnt tht cts s fctor X inhiitor. It is pproved y the FDA for the prevention of stroke nd systemic emolism in ptients

More information

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET)

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET) AMERICAN JOURNAL OF INDUSTRIAL MEDICINE 32:582 591 (1997) Loe of Origin nd Histologic Type of Lung Cncer Associted With Asestos Exposure in the Crotene nd Retinol Efficcy Tril (CARET) C. Andrew Brodkin,

More information

METHODS & TECHNICAL Advances

METHODS & TECHNICAL Advances METHODS & TECHNICAL Advnces Ahmet Keles, DDS, DMSc 1 KELES KEYLESS EXPANDER: A NEW APPROACH FOR RAPID PALATAL EXPANSION Mxillry trnsverse constriction is mong the most common mlformtions in orthodontics.

More information

COMPONENTS: COMBINED LOADING

COMPONENTS: COMBINED LOADING LECTURE COMPONENTS: COMBINED LOADING Third Edition A. J. Clrk School of Engineering Deprtment of Civil nd Environmentl Engineering 24 Chpter 8.4 by Dr. Ibrhim A. Asskkf SPRING 2003 ENES 220 Mechnics of

More information

Objective: Erectile dysfunction and depression are highly associated. Previous studies have shown benefits of phosphodiesterase-5

Objective: Erectile dysfunction and depression are highly associated. Previous studies have shown benefits of phosphodiesterase-5 Article Efficcy nd Tolerbility of Vrdenfil in Men With Mild Depression nd Erectile Dysfunction: The Depression-Relted Improvement With Vrdenfil for Erectile Response Study Rymond Rosen, Ph.D. Ridwn Shbsigh,

More information

National Diabetes Audit. Report 1: Care Processes and Treatment Targets

National Diabetes Audit. Report 1: Care Processes and Treatment Targets Ntionl Dibetes Audit 2011 2012 Report 1: Cre Processes nd Tretment Trgets The Ntionl Dibetes Audit is commissioned by The Helthcre Qulity Improvement Prtnership (HQIP) promotes qulity in helthcre. HQIP

More information

JaERM Software-as-a-Solution Package

JaERM Software-as-a-Solution Package JERM Softwre-s--Solution Pckge Enterprise Risk Mngement ( ERM ) Public listed compnies nd orgnistions providing finncil services re required by Monetry Authority of Singpore ( MAS ) nd/or Singpore Stock

More information

Hematopoietic stem cell transplantation

Hematopoietic stem cell transplantation Online Clinicl Investigtions Improved outcomes for stem cell trnsplnt recipients requiring peditric intensive cre Rnjit S. Chim, MD; Rodney C. Dniels, MD; Mi-Ok Kim, PhD; Dndn Li, MS; Derek S. Wheeler,

More information

AntiSpyware Enterprise Module 8.5

AntiSpyware Enterprise Module 8.5 AntiSpywre Enterprise Module 8.5 Product Guide Aout the AntiSpywre Enterprise Module The McAfee AntiSpywre Enterprise Module 8.5 is n dd-on to the VirusScn Enterprise 8.5i product tht extends its ility

More information

The Determinants of Private Medical Insurance Prevalence in England

The Determinants of Private Medical Insurance Prevalence in England The Determinnts of Privte Medicl Insurnce Prevlence in Englnd Derek R. King, Elis Mossilos LSE Helth nd Socil Cre, London School of Economics nd Politicl Science LSE Helth nd Socil Cre Discussion Pper

More information

Or more simply put, when adding or subtracting quantities, their uncertainties add.

Or more simply put, when adding or subtracting quantities, their uncertainties add. Propgtion of Uncertint through Mthemticl Opertions Since the untit of interest in n eperiment is rrel otined mesuring tht untit directl, we must understnd how error propgtes when mthemticl opertions re

More information

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS Alcohol & Alcoholism Vol. 37, No. 5, pp. 444 450, 2002 A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS THOMAS M. KELLY 1 *, JOHN E. DONOVAN 1, JANET

More information

Together for Health. Stroke Delivery Plan, Annual Report 2014

Together for Health. Stroke Delivery Plan, Annual Report 2014 Together for Helth Stroke Delivery Pln, Annul Report 2014 Contents 1. Introduction 2 2. How well re we doing on stroke services in Wles? 4 2.1 Overview 4 2.2 Stroke incidence rtes 4 2.3 Stroke mortlity

More information

Health insurance exchanges What to expect in 2014

Health insurance exchanges What to expect in 2014 Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 02/13 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount

More information

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2 Rpid criticl pprisl GA: Grphic Apprisl ool for pidemiology using GA Rod Jckson University of Aucklnd, NZ Ferury 2011 1 1 picture, 2 formuls & 3 cronyms 2 ne picture: the GA frme British doctors smoking

More information

Is FDG-PET/CT useful for managing malignant pleural mesothelioma?

Is FDG-PET/CT useful for managing malignant pleural mesothelioma? 16 ORIGINAL Is FDG-PET/CT useful for mnging mlignnt pleurl mesotheliom? Hideki Otsuk, Kori Terzw, Nomi Morit, Yoichi Otomi, Kyo Ymshit, nd Hiromu Nishitni Deprtment of Rdiology, Institute of Helth Biosciences,

More information

Humana Critical Illness/Cancer

Humana Critical Illness/Cancer Humn Criticl Illness/Cncer Criticl illness/cncer voluntry coverges py benefits however you wnt With our criticl illness nd cncer plns, you'll receive benefit fter serious illness or condition such s hert

More information

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered:

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered: Appendi D: Completing the Squre nd the Qudrtic Formul Fctoring qudrtic epressions such s: + 6 + 8 ws one of the topics introduced in Appendi C. Fctoring qudrtic epressions is useful skill tht cn help you

More information

National Diabetes Audit. Report 1: Care Processes and Treatment Targets

National Diabetes Audit. Report 1: Care Processes and Treatment Targets Ntionl Dietes Audit 2012 2013 Report 1: Cre Processes nd Tretment Trgets The Ntionl Dietes Audit is commissioned y The Helthcre Qulity Improvement Prtnership (HQIP) The Ntionl Dietes Audit is commissioned

More information

New Internet Radio Feature

New Internet Radio Feature XXXXX XXXXX XXXXX /XW-SMA3/XW-SMA4 New Internet Rdio Feture EN This wireless speker hs een designed to llow you to enjoy Pndor*/Internet Rdio. In order to ply Pndor/Internet Rdio, however, it my e necessry

More information

Asbestosis is a fibrosing lung disease caused by exposure

Asbestosis is a fibrosing lung disease caused by exposure Asestos Fier Content of Lungs With Diffuse Interstitil Firosis An Anlyticl Scnning Electron Microscopic Anlysis of 249 Cses Frnk Schneider, MD; Thoms A. Sporn, MD; Victor L. Roggli, MD Context. Asestosis

More information

Warm-up for Differential Calculus

Warm-up for Differential Calculus Summer Assignment Wrm-up for Differentil Clculus Who should complete this pcket? Students who hve completed Functions or Honors Functions nd will be tking Differentil Clculus in the fll of 015. Due Dte:

More information

Enterprise Risk Management Software Buyer s Guide

Enterprise Risk Management Software Buyer s Guide Enterprise Risk Mngement Softwre Buyer s Guide 1. Wht is Enterprise Risk Mngement? 2. Gols of n ERM Progrm 3. Why Implement ERM 4. Steps to Implementing Successful ERM Progrm 5. Key Performnce Indictors

More information

Effect of viscosity on C sugar in Beet sugar factories

Effect of viscosity on C sugar in Beet sugar factories ANNUAL TRANSACTIONS OF THE NORDIC RHEOLOGY SOCIETY, VOL. 16, 2008 Effect of on C sugr in Beet sugr fctories Mohmmd Hojjtoleslmy 1, Rez Shokrni 2 nd Ahmd Krsi 3 1 Deprtment of food technology, College of

More information

Additional Protocol to the Convention on Human Rights and Biomedicine concerning Genetic Testing for Health Purposes

Additional Protocol to the Convention on Human Rights and Biomedicine concerning Genetic Testing for Health Purposes Council of Europe Trety Series - No. 203 Additionl Protocol to the Convention on Humn Rights nd Biomedicine concerning Genetic Testing for Helth Purposes Strsourg, 27.XI.2008 2 CETS 203 Humn Rights nd

More information

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks

More information

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20%

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20% Anthem Blue Cross Life nd Helth Insurnce Compny University of Southern Cliforni Custom Premier 800/20%/20% Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge Period: 01/01/2015-12/31/2015

More information

Quality Evaluation of Entrepreneur Education on Graduate Students Based on AHP-fuzzy Comprehensive Evaluation Approach ZhongXiaojun 1, WangYunfeng 2

Quality Evaluation of Entrepreneur Education on Graduate Students Based on AHP-fuzzy Comprehensive Evaluation Approach ZhongXiaojun 1, WangYunfeng 2 Interntionl Journl of Engineering Reserch & Science (IJOER) ISSN [2395-6992] [Vol-2, Issue-1, Jnury- 2016] Qulity Evlution of Entrepreneur Eduction on Grdute Students Bsed on AHP-fuzzy Comprehensive Evlution

More information

Factors Related to Radiation Safety Practices in California

Factors Related to Radiation Safety Practices in California ... PEER REVIEW Fctors Relted to Rdition Sfety Prctices in Cliforni JANET THOMPSON REAGAN, PhD ANITA MARIE SLECHTA, MS, R.T.(R)(M), FASRT Bckground A ntionl study of rdiologic technologists rdition sfety

More information

Health insurance marketplace What to expect in 2014

Health insurance marketplace What to expect in 2014 Helth insurnce mrketplce Wht to expect in 2014 33096VAEENBVA 06/13 The bsics of the mrketplce As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum

More information

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( )

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( ) Polynomil Functions Polynomil functions in one vrible cn be written in expnded form s n n 1 n 2 2 f x = x + x + x + + x + x+ n n 1 n 2 2 1 0 Exmples of polynomils in expnded form re nd 3 8 7 4 = 5 4 +

More information

The Evolution in Diagnosis and Treatment of Multiple Sclerosis

The Evolution in Diagnosis and Treatment of Multiple Sclerosis The Evolution in Dignosis nd Tretment of Multiple Sclerosis Tiffni Stroup, DO University of Chicgo Medicine, Chicgo, Illinois Abstrct Mngement of multiple sclerosis (MS) hs evolved significntly since the

More information

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur Module Anlysis of Stticlly Indeterminte Structures by the Mtrix Force Method Version CE IIT, Khrgpur esson 9 The Force Method of Anlysis: Bems (Continued) Version CE IIT, Khrgpur Instructionl Objectives

More information

Helicopter Theme and Variations

Helicopter Theme and Variations Helicopter Theme nd Vritions Or, Some Experimentl Designs Employing Pper Helicopters Some possible explntory vribles re: Who drops the helicopter The length of the rotor bldes The height from which the

More information

A Network Management System for Power-Line Communications and its Verification by Simulation

A Network Management System for Power-Line Communications and its Verification by Simulation A Network Mngement System for Power-Line Communictions nd its Verifiction y Simultion Mrkus Seeck, Gerd Bumiller GmH Unterschluerscher-Huptstr. 10, D-90613 Großhersdorf, Germny Phone: +49 9105 9960-51,

More information

Unit 6: Exponents and Radicals

Unit 6: Exponents and Radicals Eponents nd Rdicls -: The Rel Numer Sstem Unit : Eponents nd Rdicls Pure Mth 0 Notes Nturl Numers (N): - counting numers. {,,,,, } Whole Numers (W): - counting numers with 0. {0,,,,,, } Integers (I): -

More information

Unit 29: Inference for Two-Way Tables

Unit 29: Inference for Two-Way Tables Unit 29: Inference for Two-Wy Tbles Prerequisites Unit 13, Two-Wy Tbles is prerequisite for this unit. In ddition, students need some bckground in significnce tests, which ws introduced in Unit 25. Additionl

More information

Experiment 6: Friction

Experiment 6: Friction Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht

More information

2 DIODE CLIPPING and CLAMPING CIRCUITS

2 DIODE CLIPPING and CLAMPING CIRCUITS 2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of

More information

Pregabalin in the Treatment of Alcohol and Benzodiazepines Dependence

Pregabalin in the Treatment of Alcohol and Benzodiazepines Dependence REVIEW Preglin in the Tretment of Alcohol nd Benzodizepines Dependence Pngiotis Oulis & George Konstntkopoulos First Deprtment of Psychitry, Athens University Medicl School, Eginition Hospitl, Vs. Sofis

More information

S ilman et al (1984) demonstrated that an

S ilman et al (1984) demonstrated that an J Am Acd Audiol 6 : 141-149 (1995) Long-Term Recovery nd No Recovery from the Auditory Deprivtion Effect with Binurl Amplifiction : Six Cses Stnley A. Gelfnd* Abstrct Six subjects who developed individully

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

Improving Library Users' Perceived Quality, Satisfaction and Loyalty: An Integrated Measurement and Management System

Improving Library Users' Perceived Quality, Satisfaction and Loyalty: An Integrated Measurement and Management System Improving Librry Users' Perceived Qulity, Stisfction nd Loylty: An Integrted Mesurement nd Mngement System by Anne Mrtensen nd Lrs Gr0nholdt This rticle describes the development nd ppliction of structurl

More information

THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY

THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY GEOCHRONOMETRIA Vol. 2, pp 15-2, 21 Journl on Methods nd Applictions of Asolute Chronology THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY ALICJA CHRUŒCIÑSKA 1, HUBERT L. OCZKOWSKI

More information

Subjective health complaints and psychosocial work environment among university personnel

Subjective health complaints and psychosocial work environment among university personnel Occuptionl Medicine Advnce Access published November 8, 2012 Occuptionl Medicine doi:10.1093/occmed/kqs188 Subjective helth complints nd psychosocil work environment mong university personnel Bente E.

More information

Department of Radiology and Research Institute of Radiological Science, Severance Children s Hospital, Yonsei University, College of Medicine 2

Department of Radiology and Research Institute of Radiological Science, Severance Children s Hospital, Yonsei University, College of Medicine 2 www.ksmrm.org JKSMRM 17(1) : 41-46, 2013 Print ISSN 1226-9751 Cse Report Imging Findings of Renl Cell Crcinom Associted with Xp11.2 Trnsloction/TFE3 Gene Fusion in 4-Yer-Old Mle: Cse Report nd Review of

More information

2. Transaction Cost Economics

2. Transaction Cost Economics 3 2. Trnsction Cost Economics Trnsctions Trnsctions Cn Cn Be Be Internl Internl or or Externl Externl n n Orgniztion Orgniztion Trnsctions Trnsctions occur occur whenever whenever good good or or service

More information

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements The Effect of Crum Ruer Modifier (CRM) on the Performnce Properties of Ruerized Binders in HMA pvements Soon-Je Lee* Ph.D. Grdute Student Deprtment of Civil Engineering Clemson University Clemson, SC 29634-0911

More information

How To Set Up A Network For Your Business

How To Set Up A Network For Your Business Why Network is n Essentil Productivity Tool for Any Smll Business TechAdvisory.org SME Reports sponsored by Effective technology is essentil for smll businesses looking to increse their productivity. Computer

More information

Graphs on Logarithmic and Semilogarithmic Paper

Graphs on Logarithmic and Semilogarithmic Paper 0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl

More information

Econ 4721 Money and Banking Problem Set 2 Answer Key

Econ 4721 Money and Banking Problem Set 2 Answer Key Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in

More information

Cardiac masses are uncommon entities that can be broadly classified

Cardiac masses are uncommon entities that can be broadly classified Dign Interv Rdiol 2012; 18:67 77 Turkish Society of Rdiology 2012 CARDIOVASCULAR IMAGING PICTORIAL ESSAY Crdic neoplsms nd pseudotumors: imging findings on multidetector CT ngiogrphy Edwrd Hoey, Arul Gneshn,

More information

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn 33337_0P03.qp 2/27/06 24 9:3 AM Chpter P Pge 24 Prerequisites P.3 Polynomils nd Fctoring Wht you should lern Polynomils An lgeric epression is collection of vriles nd rel numers. The most common type of

More information

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1) Oral: Start at 2.5-5 mg once daily; Target: 10 mg/day

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1) Oral: Start at 2.5-5 mg once daily; Target: 10 mg/day HIGHLIGHTS OF PRESCRIBING INFORMATION These highlights do not include ll the informtion needed to use ZYPREXA sfely nd effectively. See full prescribing informtion for ZYPREXA. ZYPREXA (olnzpine) Tblet

More information

CS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001

CS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001 CS99S Lortory 2 Preprtion Copyright W. J. Dlly 2 Octoer, 2 Ojectives:. Understnd the principle of sttic CMOS gte circuits 2. Build simple logic gtes from MOS trnsistors 3. Evlute these gtes to oserve logic

More information

Lump-Sum Distributions at Job Change, p. 2

Lump-Sum Distributions at Job Change, p. 2 Jnury 2009 Vol. 30, No. 1 Lump-Sum Distributions t Job Chnge, p. 2 E X E C U T I V E S U M M A R Y Lump-Sum Distributions t Job Chnge GROWING NUMBER OF WORKERS FACED WITH ASSET DECISIONS AT JOB CHANGE:

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

RTL Power Optimization with Gate-level Accuracy

RTL Power Optimization with Gate-level Accuracy RTL Power Optimiztion with Gte-level Accurcy Qi Wng Cdence Design Systems, Inc Sumit Roy Clypto Design Systems, Inc 555 River Oks Prkwy, Sn Jose 95125 2903 Bunker Hill Lne, Suite 208, SntClr 95054 [email protected]

More information

TABLE 1. Initial Rivaroxaban Dosing Indication Renal Function a (CrCL ml/min) Recommended Dose b

TABLE 1. Initial Rivaroxaban Dosing Indication Renal Function a (CrCL ml/min) Recommended Dose b U N C H E A L T H C A R E G U I D E L I N E Mngement of Rivroxn in Adults Rivroxn (Xrelto ) is n orl nticogulnt tht cts s fctor X inhiitor. It is pproved y the FDA s n lterntive to wrfrin for the prevention

More information

Recognition Scheme Forensic Science Content Within Educational Programmes

Recognition Scheme Forensic Science Content Within Educational Programmes Recognition Scheme Forensic Science Content Within Eductionl Progrmmes one Introduction The Chrtered Society of Forensic Sciences (CSoFS) hs been ccrediting the forensic content of full degree courses

More information

MEDICAL SURVEILLANCE MONTHLY REPORT

MEDICAL SURVEILLANCE MONTHLY REPORT AUGUST 2015 Volume 22 Number 8 msmr MEDICAL SURVEILLANCE MONTHLY REPORT PAGE 2 PAGE 9 Updte: Routine screening for ntibodies to humn immunodeficiency virus, civilin pplicnts for U.S. militry service nd

More information

Math 314, Homework Assignment 1. 1. Prove that two nonvertical lines are perpendicular if and only if the product of their slopes is 1.

Math 314, Homework Assignment 1. 1. Prove that two nonvertical lines are perpendicular if and only if the product of their slopes is 1. Mth 4, Homework Assignment. Prove tht two nonverticl lines re perpendiculr if nd only if the product of their slopes is. Proof. Let l nd l e nonverticl lines in R of slopes m nd m, respectively. Suppose

More information

All pay auctions with certain and uncertain prizes a comment

All pay auctions with certain and uncertain prizes a comment CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin

More information