NOC:Medical Image Analysis


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