USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging
Sophie Ostmeier, Brian Axelrod, Fabian Isensee, Jeroen Bertels, Michael Mlynash, Sören Christensen, Maarten G. Lansberg, Gregory W. Albers, Rajen Sheth, Benjamin F.J. Verhaaren, Abdelkader Mahammedi, Li-Jia Li, Greg Zaharchuk, Jeremy J. Heit
Topics & Concepts
Computer scienceSegmentationMetric (unit)Artificial intelligenceMachine learningAnnotationSet (abstract data type)Ground truthData miningPattern recognition (psychology)EconomicsOperations managementProgramming languageAcute Ischemic Stroke ManagementArtificial Intelligence in Healthcare and EducationMedical Imaging and Analysis