Litcius/Paper detail

A case-based interpretable deep learning model for classification of mass lesions in digital mammography

Alina Jade Barnett, Fides R. Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin

2021Nature Machine Intelligence147 citationsDOI

Topics & Concepts

InterpretabilityArtificial intelligenceMachine learningComputer scienceMammographyArtificial neural networkDeep learningMargin (machine learning)Digital mammographyConvolutional neural networkMedicineBreast cancerCancerInternal medicineExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareAI in cancer detection