2024
Development and Internal-External Validation of a Post-Operative Mortality Risk Calculator for Pediatric Surgical Patients in Low- and Middle- Income Countries Using Machine Learning
Eyler Dang L, Klazura G, Yap A, Ozgediz D, Bryce E, Cheung M, Fedatto M, Ameh E. Development and Internal-External Validation of a Post-Operative Mortality Risk Calculator for Pediatric Surgical Patients in Low- and Middle- Income Countries Using Machine Learning. Journal Of Pediatric Surgery 2024, 59: 161883. PMID: 39317568, DOI: 10.1016/j.jpedsurg.2024.161883.Peer-Reviewed Original ResearchMiddle-income countriesPost-operative mortality ratePost-operative mortalityPediatric surgical patientsRisk algorithmPediatric surgery patientsMortality risk calculatorInternal-external validationSurgery patientsEligible patientsSurgical patientsCalibration slopeHospital dischargePatientsType of studyMortality rateClinical practiceCross-validated AUCIncome countriesRisk calculatorAUCMortalityDischarge statusValidation AUC
2021
Anthropometric measures of obesity and associated cardiovascular disease risk in the Eastern Caribbean Health Outcomes Research Network (ECHORN) Cohort Study
Hassan S, Oladele C, Galusha D, Adams OP, Maharaj RG, Nazario CM, Nunez M, Nunez-Smith M. Anthropometric measures of obesity and associated cardiovascular disease risk in the Eastern Caribbean Health Outcomes Research Network (ECHORN) Cohort Study. BMC Public Health 2021, 21: 399. PMID: 33632164, PMCID: PMC7905572, DOI: 10.1186/s12889-021-10399-3.Peer-Reviewed Original ResearchConceptsEastern Caribbean Health Outcomes Research Network (ECHORN) Cohort StudyCVD riskCardiovascular disease riskHigh-risk groupAnthropometric measuresElevated waistCohort studyDisease riskElevated body mass indexASCVD risk scoreOverweight/obeseBody mass indexAmerican Heart AssociationObesity-related riskDifferent anthropometric measuresElevated WHRResultsMean ageWaist circumferenceMass indexHip ratioHeart AssociationRisk groupsRisk scoreRisk algorithmObesity
2020
Case-mix for assessing primary care value (CPCV)
Gao J, Moran E, Schwartz A, Ruser C. Case-mix for assessing primary care value (CPCV). Health Services Management Research 2020, 33: 200-206. PMID: 32552065, DOI: 10.1177/0951484820931063.Peer-Reviewed Original ResearchConceptsPrimary careU.S. Veterans Affairs healthcare systemVeterans Affairs Healthcare SystemPrescription drug classesPrimary care performanceHigh-cost patientsPatient classification systemPC visitsPatient comorbiditiesDrug classesRisk scoreProvider workloadRisk algorithmHealth systemCare performanceHealthcare systemCare valuePatientsStaffing levelsPayment ratesCareHigh needClassification systemComorbidities
2018
Equalization of four cardiovascular risk algorithms after systematic recalibration: individual-participant meta-analysis of 86 prospective studies
Pennells L, Kaptoge S, Wood A, Sweeting M, Zhao X, White I, Burgess S, Willeit P, Bolton T, Moons KGM, van der Schouw YT, Selmer R, Khaw KT, Gudnason V, Assmann G, Amouyel P, Salomaa V, Kivimaki M, Nordestgaard BG, Blaha MJ, Kuller LH, Brenner H, Gillum RF, Meisinger C, Ford I, Knuiman MW, Rosengren A, Lawlor DA, Völzke H, Cooper C, Ibañez A, Casiglia E, Kauhanen J, Cooper JA, Rodriguez B, Sundström J, Barrett-Connor E, Dankner R, Nietert PJ, Davidson KW, Wallace RB, Blazer DG, Björkelund C, Donfrancesco C, Krumholz HM, Nissinen A, Davis BR, Coady S, Whincup PH, Jørgensen T, Ducimetiere P, Trevisan M, Engström G, Crespo CJ, Meade TW, Visser M, Kromhout D, Kiechl S, Daimon M, Price JF, de la Cámara A, Jukema J, Lamarche B, Onat A, Simons LA, Kavousi M, Ben-Shlomo Y, Gallacher J, Dekker JM, Arima H, Shara N, Tipping RW, Roussel R, Brunner EJ, Koenig W, Sakurai M, Pavlovic J, Gansevoort RT, Nagel D, Goldbourt U, Barr ELM, Palmieri L, Njølstad I, Sato S, Verschuren W, Varghese CV, Graham I, Onuma O, Greenland P, Woodward M, Ezzati M, Psaty BM, Sattar N, Jackson R, Ridker PM, Cook NR, D'Agostino RB, Thompson SG, Danesh J, Di Angelantonio E, Tipping R, Simpson L, Pressel S, Couper D, Nambi V, Matsushita K, Folsom A, Shaw J, Magliano D, Zimmet P, Knuiman M, Whincup P, Wannamethee S, Willeit J, Santer P, Egger G, Casas J, Amuzu A, Ben-Shlomo Y, Gallacher J, Tikhonoff V, Casiglia E, Sutherland S, Nietert P, Cushman M, Psaty B, Søgaard A, Håheim L, Ariansen I, Tybjærg-Hansen A, Jensen G, Schnohr P, Giampaoli S, Vanuzzo D, Panico S, Palmieri L, Balkau B, Bonnet F, Marre M, de la Cámara A, Herrera M, Friedlander Y, McCallum J, McLachlan S, Guralnik J, Phillips C, Guralnik J, Guralnik J, Guralnik J, Khaw K, Wareham N, Schöttker B, Saum K, Holleczek B, Nissinen A, Tolonen H, Giampaoli S, Donfrancesco C, Vartiainen E, Jousilahti P, Harald K, D’Agostino R, Massaro J, Pencina M, Vasan R, D’Agostino R, Massaro J, Pencina M, Vasan R, Kayama T, Kato T, Oizumi T, Jespersen J, Møller L, Bladbjerg E, Chetrit A, Rosengren A, Wilhelmsen L, Björkelund C, Lissner L, Nagel D, Dennison E, Kiyohara Y, Ninomiya T, Doi Y, Rodriguez B, Nijpels G, Stehouwer C, Sato S, Kazumasa Y, Iso H, Goldbourt U, Salomaa V, Vartiainen E, Kurl S, Tuomainen T, Salonen J, Visser M, Deeg D, Meade T, Nilsson P, Hedblad B, Melander O, De Boer I, DeFilippis A, Verschuren W, Sattar N, Watt G, Meisinger C, Koenig W, Koenig W, Meisinger C, Verschuren W, Rosengren A, Kuller L, Tverdal A, Gillum R, Cooper J, Kirkland S, Shimbo D, Shaffer J, Sato S, Kazumasa Y, Iso H, Ducimetiere P, Bakker S, van der Harst P, Hillege H, Crespo C, Amouyel P, Dallongeville J, Assmann G, Schulte H, Trompet S, Smit R, Stott D, van der Schouw Y, Després J, Cantin B, Dagenais G, Laughlin G, Wingard D, Khaw K, Trevisan M, Aspelund T, Eiriksdottir G, Gudmundsson E, Ikram A, van Rooij F, Franco O, Rueda-Ochoa O, Muka T, Glisic M, Tunstall-Pedoe H, Völzke H, Howard B, Zhang Y, Jolly S, Gallacher J, Davey-Smith G, Can G, Yüksel H, Nakagawa H, Morikawa Y, Miura K, Njølstad I, Ingelsson M, Giedraitis V, Ridker P, Gaziano J, Kivimaki M, Shipley M, Brunner E, Shipley M, Arndt V, Brenner H, Cook N, Ridker P, Ford I, Sattar N, Ibañez A, Geleijnse J. Equalization of four cardiovascular risk algorithms after systematic recalibration: individual-participant meta-analysis of 86 prospective studies. European Heart Journal 2018, 40: 621-631. PMID: 30476079, PMCID: PMC6374687, DOI: 10.1093/eurheartj/ehy653.Peer-Reviewed Original ResearchConceptsSystematic Coronary Risk EvaluationReynolds Risk ScoreFramingham risk scoreRisk algorithmStatin therapyCVD riskProspective studyRisk discriminationRisk scoreCardiovascular disease risk estimationPrimary prevention guidelinesCoronary Risk EvaluationRisk factor profileYear CVD riskCardiovascular risk algorithmsCVD risk algorithmsIndividual participant dataDisease risk estimationCohort EquationsCVD eventsCVD incidencePrevention guidelinesHigh riskFactor profileHead comparison
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