Biomedical & Biotech
Body signals, medical imaging systems and biological data for biomedical and biotech engineers.
Advanced
Once the basics are comfortable.
Biomedical Signal Processing (IIT Kharagpur)
Processing ECG, EEG and other body signals: filtering, feature extraction and analysis, the base for health wearables and diagnostics. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Introduction to Biomedical Imaging Systems (IIT Madras)
How X-ray, CT, ultrasound and MRI machines work, from a systems point of view, the base for AI on medical images. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
PhysioNet: Physiological Signal Datasets
Free research datasets of ECG, EEG, ICU records and more, with tools and tutorials, used worldwide for health signal machine learning.
MIT Laboratory for Computational Physiology