Course Curriculum
13 modules · 13 lessons
Welcome0 lessons
Introduction to AI in Medicine1 lesson
📄Introduction to AI in Medicine
Understanding Medical Data Types1 lesson
📄Understanding Medical Data Types
Privacy & Regulation: HIPAA & GDPR1 lesson
📄Privacy & Regulation: HIPAA & GDPR
Predicting Patient Risks: Classification Models1 lesson
📄Predicting Patient Risks: Classification Models
Survival Analysis & Length of Stay Prediction1 lesson
📄Survival Analysis & Length of Stay Prediction
Evaluating Clinical Models: Beyond Accuracy1 lesson
📄Evaluating Clinical Models: Beyond Accuracy
Computer Vision for Medical Imaging1 lesson
📄Computer Vision for Medical Imaging
NLP for Clinical Notes1 lesson
📄NLP for Clinical Notes
Explainable AI (XAI) in Healthcare1 lesson
📄Explainable AI (XAI) in Healthcare
Addressing Algorithmic Bias in Healthcare AI1 lesson
📄Addressing Algorithmic Bias in Healthcare AI
Generative AI & The Future of Clinical Workflows1 lesson
📄Generative AI & The Future of Clinical Workflows
Quiz2 lessons
📊Quiz
📄Additional Review Questions
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