2023
Comparing 3D, 2.5D, and 2D Approaches to Brain Image Auto-Segmentation
Avesta A, Hossain S, Lin M, Aboian M, Krumholz H, Aneja S. Comparing 3D, 2.5D, and 2D Approaches to Brain Image Auto-Segmentation. Bioengineering 2023, 10: 181. PMID: 36829675, PMCID: PMC9952534, DOI: 10.3390/bioengineering10020181.Peer-Reviewed Original ResearchLimited training dataDice scoreComputational memoryTraining dataBrain imagesDeep-learning methodsHigher Dice scoresSegmentation accuracyAuto-segmentation modelComputational speedPerformance metricsOne-sliceAuto-SegmentationBetter performanceConsecutive slicesImagesDeploymentLowest Dice scoresMemoryPerformanceTrainingMetricsModelAccuracyData
2021
Characteristics of available studies and dissemination of research using major clinical data sharing platforms
Vazquez E, Gouraud H, Naudet F, Gross CP, Krumholz HM, Ross JS, Wallach JD. Characteristics of available studies and dissemination of research using major clinical data sharing platforms. Clinical Trials 2021, 18: 657-666. PMID: 34407656, PMCID: PMC8595516, DOI: 10.1177/17407745211038524.Peer-Reviewed Original ResearchConceptsData sharing platformData requestsSharing platformData Repository Information Coordinating CenterOpen accessAccess ProjectStudy metadataProject platformYale Open Data Access ProjectData SpherePlatform characteristicsPlatform websiteRequestsAdditional requestsPlatformWebsitesInformationAccessMetadataAvailable informationRate of disseminationDocumentationProjectDisseminationMetrics