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 segmentation
2024
Femoral Head Core Decompressions: Characterization of Subsequent Conversion to Total Hip Arthroplasty and Related Complications
Jiang W, Sanchez J, Dhodapkar M, Li M, Wiznia D, Grauer J. Femoral Head Core Decompressions: Characterization of Subsequent Conversion to Total Hip Arthroplasty and Related Complications. JAAOS Global Research And Reviews 2024, 8: e24.00024. PMID: 38437034, PMCID: PMC10906578, DOI: 10.5435/jaaosglobal-d-24-00024.Peer-Reviewed Original Research
2022
Movement is Life—Optimizing Patient Access to Total Joint Arthroplasty: Chronic Kidney Disease Disparities
Wiznia D, Nelson C, Harrington M. Movement is Life—Optimizing Patient Access to Total Joint Arthroplasty: Chronic Kidney Disease Disparities. Journal Of The American Academy Of Orthopaedic Surgeons 2022, 30: 1064-1068. PMID: 35427242, DOI: 10.5435/jaaos-d-21-00919.Peer-Reviewed Original ResearchConceptsChronic kidney diseaseRate of CKDTotal joint arthroplastyKidney transplantKidney diseaseJoint arthroplastyEnd-stage kidney diseasePeriprosthetic joint infectionAfrican AmericansPostoperative readmissionsDiabetes mellitusArthroplasty candidatesJoint infectionHeart diseasePatient accessDisease disparitiesHispanic individualsDiseaseDisadvantaged populationsUnderserved communitiesAmerican adultsComplicationsHemodialysisPatientsArthroplastyMovement Is Life—Optimizing Patient Access to Total Joint Arthroplasty: Cardiovascular Health Disparities
Wiznia DH, Santos EM, Morgan RC. Movement Is Life—Optimizing Patient Access to Total Joint Arthroplasty: Cardiovascular Health Disparities. Journal Of The American Academy Of Orthopaedic Surgeons 2022, 30: 1069-1073. PMID: 35297810, DOI: 10.5435/jaaos-d-21-00920.Peer-Reviewed Original ResearchConceptsCoronary artery diseaseThorough preoperative assessmentCardiovascular health disparitiesTotal joint arthroplastyLow socioeconomic statusCoagulopathy complicationsCerebrovascular eventsPostoperative complicationsNurse navigatorArtery diseaseDietary modificationPharmacologic modalitiesPreoperative assessmentCardiovascular healthExercise regimensSpecialty careHeart diseaseCardiovascular diseaseJoint arthroplastyHealth disparitiesPatient accessSocioeconomic statusDiseaseHypertensionUnderserved communities
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