https://github.com/sskender/biomedical-image-analysis
Biomedical Image Analysis FER
https://github.com/sskender/biomedical-image-analysis
asub biomedical-data-science biomedical-image-processing cnn cnn-classification cnn-keras cnn-model pneumonia-classification pneumonia-detection vgg16 vgg16-model
Last synced: 3 months ago
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Biomedical Image Analysis FER
- Host: GitHub
- URL: https://github.com/sskender/biomedical-image-analysis
- Owner: sskender
- Created: 2022-10-22T14:36:14.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2023-08-29T23:47:37.000Z (almost 2 years ago)
- Last Synced: 2025-01-26T20:25:42.795Z (5 months ago)
- Topics: asub, biomedical-data-science, biomedical-image-processing, cnn, cnn-classification, cnn-keras, cnn-model, pneumonia-classification, pneumonia-detection, vgg16, vgg16-model
- Language: Jupyter Notebook
- Homepage:
- Size: 3.09 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 3
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Metadata Files:
- Readme: README.md
- Changelog: History_first_model.txt
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README
# Biomedical Image Analysis
Biomedical Image Analysis FER
## Course Description
The course provide students with an opportunity to gain knowledge in theory and applications of digital image analysis in biomedicine. An overview of biomedical imaging modalities. Image analysis applications for computer-aided diagnosis and image-based interventions. X-ray, computed tomography, magnetic resonance imaging, PET, SPECT, nuclear medicine, ultrasound, OCT. Image enhancement methods. Image registration methods. Surface and volume visualization in biomedicine.
### Learning Outcomes
- define and describe concepts of biomedical image analysis
- list examples of biomedical image analysis applications
- explain methods for biomedical image analysis
- analyze a practical biomedical image analysis problem
- combine acquired knowledge and propose a solution to the given problem
- evaluate a practical solution to a biomedical image analysis problem