CoMEL improves continual multiple-instance learning on pathology slides, reporting higher bag-level accuracy and localization overlap with less forgetting than prior continual MIL methods.
Continual learning strategies for cancer- independent detection of lymph node metastases
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Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
CoMEL improves continual multiple-instance learning on pathology slides, reporting higher bag-level accuracy and localization overlap with less forgetting than prior continual MIL methods.