A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort
Group M, Vasavada K, Vasavada V, Moran J, Devana S, Lee C, Hame S, Jazrawi L, Sherman O, Huston L, Haas A, Allen C, Cooper D, DeBerardino T, Spindler K, Stuart M, Amendola A, Annunziata C, Arciero R, Bach B, Baker C, Bartolozzi A, Baumgarten K, Berg J, Bernas G, Brockmeier S, Brophy R, Bush-Joseph C, Butler J, Carey J, Carpenter J, Cole B, Cooper J, Cox C, Creighton R, David T, Dunn W, Flanigan D, Frederick R, Ganley T, Gatt C, Gecha S, Giffin J, Hannafin J, Harris N, Hechtman K, Hershman E, Hoellrich R, Johnson D, Johnson T, Jones M, Kaeding C, Kamath G, Klootwyk T, Levy B, Benjamin C, Maiers G, Marx R, Matava M, Mathien G, McAllister D, McCarty E, McCormack R, Miller B, Nissen C, O’Neill D, Owens B, Parker R, Purnell M, Ramappa A, Rauh M, Rettig A, Sekiya J, Shea K, Slauterbeck J, Smith M, Spang J, Svoboda S, Taft T, Tenuta J, Tingstad E, Vidal A, Viskontas D, White R, Williams J, Wolcott M, Wolf B, Wright R, York J. A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort. Orthopaedic Journal Of Sports Medicine 2024, 12: 23259671241291920. PMID: 39555321, PMCID: PMC11565622, DOI: 10.1177/23259671241291920.Peer-Reviewed Original ResearchRevision anterior cruciate ligament reconstructionMulticenter ACL Revision StudyGraft failureRisk of graft failureAnterior cruciate ligament reconstructionLogistic regressionFollow-up dataCruciate ligament reconstructionACL reconstruction failureLevel of evidencePatient-reported outcomesCohort dataIntraoperative findingsTibial tunnel sizesModerate predictive abilityReconstruction failureFollow-upGraft typeAllograft useCohort studyPreoperative radiographsLigament reconstructionRisk factorsCohortPatientsThe Use of Postoperative Antibiotics in Shoulder Arthroscopy Patients.
Vasavada K, Gipsman A, Mojica E, Shankar D, Mannino B, Jazrawi L. The Use of Postoperative Antibiotics in Shoulder Arthroscopy Patients. Bulletin Of The NYU Hospital For Joint Disease 2024, 82: 167-171. PMID: 39150869.Peer-Reviewed Original ResearchConceptsProphylactic oral antibioticsIncidence of infectionShoulder arthroscopyAntibiotic prophylaxisPostoperative antibioticsOral antibioticsAntibiotic usageProphylactic postoperative antibioticsShoulder arthroscopy patientsPostoperative antibiotic prophylaxisDeep tissue infectionsClinical ModificationCases of infectionOutpatient surgery centerRisk of infectionChi-square testRetrospective reviewTissue infectionsInternational Classification of DiseasesPost hoc power analysisArthroscopy patientsPrimary outcomeClassification of DiseasesSurgery centersPatientsPostoperative complications in rheumatic disease patients undergoing arthroscopy on immunosuppression
Vasavada K, Lin C, Jazrawi L, Samuels J. Postoperative complications in rheumatic disease patients undergoing arthroscopy on immunosuppression. The Physician And Sportsmedicine 2024, 52: 507-512. PMID: 38410886, DOI: 10.1080/00913847.2024.2324363.Peer-Reviewed Original ResearchIncidence of postoperative complicationsRheumatic disease patientsRheumatic disease typePostoperative complicationsDisease patientsRisk of postoperative complicationsPostoperative complication incidenceSignificance of between-group differencesFisher's exact testDisease typeRheumatic disease diagnosisStatistically significant differenceDisease patient populationSports medicine surgeryRetrospective reviewComplication ratePostoperative infectionBetween-group differencesComplication incidenceProcedural riskExact testIS medicationPatient populationComplicationsPatients