NPTEL : NOC:Medical Image Analysis (Electrical Engineering)

Co-ordinators : Prof. Debdoot Sheet


Lecture 1 - Introduction to Medical Image Analysis

Lecture 2 - X Ray and CT Imaging

Lecture 3 - Magnetic Resonance Imaging

Lecture 4 - Ultrasound Imaging

Lecture 5 - Optical Microscopy and Molecular Imaging

Lecture 6 - Texture in Medical Images

Lecture 7 - Region Growing and Clustering

Lecture 8 - Random Walks for Segmentation

Lecture 9 - Active Contours for Segmentation

Lecture 10 - Systematic Evaluation and Validation

Lecture 11 - Decision Trees for Segmentation and Classification

Lecture 12 - Random Forests for Segmentation and Classification

Lecture 13 - Neural Networks for Segmentation and Classification

Lecture 14 - Deep Learning for Medical Image Analysis

Lecture 15 - Deep Learning for Medical Image Analysis (Continued...)

Lecture 16 - Retinal Vessel Segmentation

Lecture 17 - Vessel Segmentation in Computed Tomography Scan of Lungs

Lecture 18

Lecture 19 - Tissue Characterization in Ultrasound

Lecture 20