Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation
Bilwaj Gaonkar, Joel Beckett, Mark Attiah, Christine Ahn, Matthew Edwards, Bayard Wilson, Azim Laiwalla, Banafsheh Salehi, Bryan Yoo, Alex Bui, Luke Macyszyn
Topics & Concepts
Artificial intelligenceSegmentationComputer scienceSørensen–Dice coefficientCorrectnessDiceDeep learningPattern recognition (psychology)Image segmentationAlgorithmMathematicsStatisticsMedical Imaging and AnalysisDental Radiography and ImagingMedical Image Segmentation Techniques