A unified uncertainty network for tumor segmentation using uncertainty cross entropy loss and prototype similarity
Zhaoshuo Diao, Huiyan Jiang, Tianyu Shi
Topics & Concepts
Cross entropyComputer scienceSegmentationConvolutional neural networkEntropy (arrow of time)Artificial intelligenceData miningPixelSimilarity (geometry)Artificial neural networkUncertainty analysisEntropy estimationPattern recognition (psychology)Machine learningImage (mathematics)MathematicsStatisticsSimulationEstimatorQuantum mechanicsPhysicsAdversarial Robustness in Machine LearningAdvanced Neural Network ApplicationsMachine Learning and Data Classification