Week 6 - Medical Imaging II

Required Reading

• Foundation models for generalist medical AI
• Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning aka CheXzero
• A generalist learner for multifaceted medical image interpretation

Optional Reading

• Towards a general-purpose foundation model for computational pathology
• A deep learning system for differential diagnosis of skin diseases
• Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology
• AI-based pathology predicts origins for cancers of unknown primary
• Data-efficient and weakly supervised computational pathology on whole-slide images