https://github.com/meetps/cs-736
Assignment codes for CS736 Algorithms for Medical Image Processing.
https://github.com/meetps/cs-736
medical-image-processing mri segmentation xray
Last synced: 4 months ago
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Assignment codes for CS736 Algorithms for Medical Image Processing.
- Host: GitHub
- URL: https://github.com/meetps/cs-736
- Owner: meetps
- Created: 2016-01-16T07:37:38.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-08-10T12:07:44.000Z (almost 9 years ago)
- Last Synced: 2025-01-04T03:08:44.100Z (5 months ago)
- Topics: medical-image-processing, mri, segmentation, xray
- Language: HTML
- Homepage: http://meetshah1995.github.io/CS-736
- Size: 7.64 MB
- Stars: 10
- Watchers: 3
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# CS-736 Algorithms for Medical Image Processing
## Assignments
### Assignment 1
* X-Ray Computed Tomography : Radon Transform.
* X-Ray Computed Tomography : Filtered Backprojection
* X-Ray Computed Tomography : Incomplete Data
### Assignment 2
* Diffusion Tensor Magnetic Resonance Imaging
* Denoising a Phantom Magnetic Resonance Image using MAP algorithm with MRF based priors
* Denoising a Magnetic Resonance Image of the Brain using MAP algorithm with MRF based priors
### Assignment 3
* Reconstructing a Phantom Magnetic Resonance Image using MAP Bayesian model and dynamic stepped optimization
* Reconstructing a Magnetic Resonance Image of the Brain using multiple Markov Random fields in f-domain
### Assignment 4
* Segmenting a Brain Magnetic Resonance (MR) Image using modified fuzzy-c-means (FCM)
* Segmenting a Brain Magnetic Resonance (MR) Image using EM (expectation maximization) with GMM for intensity and MRF model for labels
## Authors and Contributors
* @meetshah1995
* @BijoySingh