Healthcare & Hospitals

Clinical machine learning, medical imaging and the ethics and rules of health AI in India.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

AI in Healthcare Specialization (Stanford)

Stanford's introduction to how AI is used in hospitals: health data, clinical decision support, evaluating models and deploying them safely. Written for both clinicians and engineers. Free to audit on Coursera; the certificate is paid.

Coursera

Advanced

Once the basics are comfortable.

Course Advanced ↗ External site

Machine Learning for Healthcare (MIT 6.S897)

MIT graduate course on what makes clinical data different and how machine learning is used for risk prediction, disease progression, diagnosis from images and improving hospital workflows. Lecture notes, videos and projects.

MIT OpenCourseWare

Course Advanced ↗ External site

Medical Image Analysis (IIT Madras)

Automated analysis of X-ray, CT and MRI scans: image processing, registration, segmentation and computer-aided diagnosis, ending with 3D deep learning. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.

NPTEL

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