2025
The implementation of artificial intelligence in serial monitoring of post gamma knife vestibular schwannomas: A pilot study
Singh M, Jester N, Lorr S, Briano A, Schwartz N, Mahajan A, Chiang V, Tommasini S, Wiznia D, Buono F. The implementation of artificial intelligence in serial monitoring of post gamma knife vestibular schwannomas: A pilot study. Clinical Imaging 2025, 123: 110495. PMID: 40388858, DOI: 10.1016/j.clinimag.2025.110495.Peer-Reviewed Original ResearchConceptsGamma knife radiosurgeryVestibular schwannomaPost-GKSTumor growthVS volumeHalting tumor growthRetrospective cohort studyAssess treatment efficacyManual segmentationHearing lossBenign tumorsPaired t-testT1-weighted MRI scansAssess statistical significanceCohort studyDice similarity coefficientNeurological functionTreatment efficacyClinical monitoringMRI scansStatistical significancePercentage changeSchwannomaSpatial overlapTumorPatellar tilt calculation utilizing artificial intelligence on CT knee imaging
Sieberer J, Rancu A, Park N, Desroches S, Manafzadeh A, Tommasini S, Wiznia D, Fulkerson J. Patellar tilt calculation utilizing artificial intelligence on CT knee imaging. The Knee 2025, 54: 217-221. PMID: 40086415, DOI: 10.1016/j.knee.2025.02.019.Peer-Reviewed Original ResearchConceptsPatellar tiltDiagnosis of patellar instabilityMann-Whitney U testInterclass correlation coefficientKruskal-Wallis testCommercial AI algorithmsNo significant differenceCT scanPatellar instabilityMann-WhitneyU testAnatomical landmarksKruskal-WallisPatientsSignificant differencePatellofemoral diseaseConfidence intervalsBonferroni methodDislocation eventsCorrelation coefficientThe development of an artificial intelligence auto-segmentation tool for 3D volumetric analysis of vestibular schwannomas
Jester N, Singh M, Lorr S, Tommasini S, Wiznia D, Buono F. The development of an artificial intelligence auto-segmentation tool for 3D volumetric analysis of vestibular schwannomas. Scientific Reports 2025, 15: 5918. PMID: 39966622, PMCID: PMC11836447, DOI: 10.1038/s41598-025-88589-x.Peer-Reviewed Original ResearchConceptsGround-truth datasetDice scoreVestibular schwannomaImage processing accuracyVolumetric analysisML-based algorithmsMeasuring tumor sizeMean dice scoreAuto-segmentation toolAccurate AIAI modelsTumor sizeTumor modelVS tumorsTumor growthTesting stageAI-LTumorImage processing softwareClinical practicePatient recruitmentProcessing softwareSchwannomaDatasetManual segmentationMedical Student Musculoskeletal Knowledge: Examining the Impact and Value of an Orthopaedic Surgery Clerkship Using the Freedman and Bernstein Examination
Nishime N, Seibel M, Lindskog D, Wiznia D. Medical Student Musculoskeletal Knowledge: Examining the Impact and Value of an Orthopaedic Surgery Clerkship Using the Freedman and Bernstein Examination. BMC Medical Education 2025, 25: 141. PMID: 39881308, PMCID: PMC11776173, DOI: 10.1186/s12909-025-06673-2.Peer-Reviewed Original ResearchConceptsMusculoskeletal knowledgePost-test scoresMusculoskeletal examinationPost-testPre-testSurgery clerkshipThree-week clerkshipPost-clerkship surveysOrthopaedic surgery departmentsOrthopaedic surgery residentsMedical schoolsMethodsMedical studentsSurgery departmentClerkshipSurgery residentsAverage scoreRaw scoresScoresWeighted scoreOrthopaedicsExamination
2023
Characterizing the lack of diversity in musculoskeletal urgent care website content
Dlott C, Metcalfe T, Bahel A, Jain S, Donnelley C, Kayani J, Wiznia D. Characterizing the lack of diversity in musculoskeletal urgent care website content. BMC Health Services Research 2023, 23: 297. PMID: 36978168, PMCID: PMC10053459, DOI: 10.1186/s12913-023-09270-5.Peer-Reviewed Original ResearchConceptsUrgent care centersCare centerUnivariate logistic regressionMedicaid insuranceEmergency departmentObese individualsPatient populationSpecialty carePatients' perceptionsOrthopedic injuriesOrthopaedic careMedical providersMedical careLogistic regressionMethodsOur groupMedicaid acceptanceBody typeCarePatients
2022
Preoperative Risk Management Programs at the Top 50 Orthopaedic Institutions Frequently Enforce Strict Cutoffs for BMI and Hemoglobin A1c Which May Limit Access to Total Joint Arthroplasty and Provide Limited Resources for Smoking Cessation and Dental Care
Dlott CC, Metcalfe T, Jain S, Bahel A, Donnelley CA, Wiznia DH. Preoperative Risk Management Programs at the Top 50 Orthopaedic Institutions Frequently Enforce Strict Cutoffs for BMI and Hemoglobin A1c Which May Limit Access to Total Joint Arthroplasty and Provide Limited Resources for Smoking Cessation and Dental Care. Clinical Orthopaedics And Related Research® 2022, 481: 39-47. PMID: 35862861, PMCID: PMC9750556, DOI: 10.1097/corr.0000000000002315.Peer-Reviewed Original ResearchConceptsWeight loss clinicHemoglobin A1cDental careLoss clinicSmoking cessationDental clinicsCessation programsInstitutional review boardWeight lossOrthopedic institutionsGlycemic controlMedicaid insuranceBMI cutoffsOrthopaedic HospitalOrthopaedic surgeonsExternal referralsPatient accessElective orthopaedic surgeryDental care clinicsTotal joint arthroplastyLow risk profilePreoperative risk managementInstitution's institutional review boardA1C cutoffPreoperative hemoglobin
2019
Total Joint Arthroplasty Is Associated With a Decreased Risk of Traumatic Falls: An Analysis of 499,094 Cases.
Driesman A, Paoli AR, Wiznia DH, Oh C, Mahure SA, Long WJ, Schwarzkopf R. Total Joint Arthroplasty Is Associated With a Decreased Risk of Traumatic Falls: An Analysis of 499,094 Cases. Journal Of The American Academy Of Orthopaedic Surgeons 2019, 28: 838-846. PMID: 31834037, DOI: 10.5435/jaaos-d-19-00541.Peer-Reviewed Original ResearchConceptsTotal joint arthroplastyTraumatic fallDecreased riskHazard ratioKnee osteoarthritisPrimary diagnosisJoint arthroplastyResearch Cooperative System databaseRetrospective case-control studyNew York Statewide PlanningLower extremity osteoarthritisCase-control studyProportional hazards modelLong-term riskExtremity osteoarthritisSeventeen patientsClinical characteristicsElderly patientsPatient demographicsPrimary TKAHip osteoarthritisPrimary THAStatewide PlanningAge 40Group 2
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply