blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation
Florian Kofler, Suprosanna Shit, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Rami Al-Maskari, Hongwei Li, Harsharan S. Bhatia, Timo Loehr, Marie Piraud, Ali Serol Ertürk, Jan S. Kirschke, Jan C. Peeken, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern Menze
Topics & Concepts
Computer scienceSegmentationArtificial intelligenceConvolutional neural networkDicePattern recognition (psychology)Sørensen–Dice coefficientMachine learningImage segmentationMathematicsGeometryAdvanced Neural Network ApplicationsCOVID-19 diagnosis using AIAI in cancer detection