From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff
Topics & Concepts
InterpretabilityArtificial intelligenceComputer scienceMachine learningRobustness (evolution)Deep learningConvolutional neural networkPattern recognition (psychology)BiochemistryChemistryGeneAI in cancer detectionRadiomics and Machine Learning in Medical ImagingDigital Imaging for Blood Diseases