# Medical Image Analysis

- Institution: IIT Kharagpur
- Department: Electrical Engineering
- Teacher: Prof. Debdoot Sheet
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/108105091)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/108105091)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1 : Introduction to Medical Image Analysis](https://invisiblenetwork.ai/learn/nptel/108105091/d922864b29bf) (Video)
2. [Lecture 2: X Ray and CT Imaging](https://invisiblenetwork.ai/learn/nptel/108105091/d68d8d1f9057) (Video)
3. [Lecture 3: Magnetic Resonance Imaging](https://invisiblenetwork.ai/learn/nptel/108105091/7140b655120f) (Video)
4. [Lecture 4: Ultrasound Imaging](https://invisiblenetwork.ai/learn/nptel/108105091/d4e16701ac8c) (Video)
5. [Lecture 5: Optical Microscopy and Molecular Imaging](https://invisiblenetwork.ai/learn/nptel/108105091/7147f5fd19bf) (Video)
6. [Lecture 6: Texture in Medical Images](https://invisiblenetwork.ai/learn/nptel/108105091/1c6e31e52137) (Video)
7. [Lecture 7: Region Growing and Clustering](https://invisiblenetwork.ai/learn/nptel/108105091/db21443a66af) (Video)
8. [Lecture 8: Random Walks for Segmentation](https://invisiblenetwork.ai/learn/nptel/108105091/5e3820348a80) (Video)
9. [Lecture 9 : Active Contours for Segmentation](https://invisiblenetwork.ai/learn/nptel/108105091/5ad06a1df1b1) (Video)
10. [Lecture 10 : Systematic Evaluation and Validation](https://invisiblenetwork.ai/learn/nptel/108105091/37ea60496bb0) (Video)
11. [Lecture 11: Decision Trees for Segmentation and Classification](https://invisiblenetwork.ai/learn/nptel/108105091/67dbf695d06a) (Video)
12. [Lecture 12: Random Forests for Segmentation and Classification](https://invisiblenetwork.ai/learn/nptel/108105091/d54e5f6fd379) (Video)
13. [Lecture 13: Neural Networks for Segmentation and Classification](https://invisiblenetwork.ai/learn/nptel/108105091/a2d7e469993c) (Video)
14. [Lecture 14: Deep Learning for Medical Image Analysis](https://invisiblenetwork.ai/learn/nptel/108105091/9fa43e59a181) (Video)
15. [Lecture 15 : Deep Learning for Medical Image Analysis (Contd.)](https://invisiblenetwork.ai/learn/nptel/108105091/5e5947b958ac) (Video)
16. [Lecture 16: Retinal Vessel Segmentation](https://invisiblenetwork.ai/learn/nptel/108105091/3ee20c634306) (Video)
17. [Lecture 17 : Vessel Segmentation in Computed Tomography Scan of Lungs](https://invisiblenetwork.ai/learn/nptel/108105091/629cdbfe7a96) (Video)
18. [Lecture 18](https://invisiblenetwork.ai/learn/nptel/108105091/c301b443af8a) (Video)
19. [Lecture 19: Tissue Characterization in Ultrasound](https://invisiblenetwork.ai/learn/nptel/108105091/e0221b7ba589) (Video)
20. [Lecture 20](https://invisiblenetwork.ai/learn/nptel/108105091/c520864e3216) (Video)