├── A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI.pdf ├── CNN.ipynb ├── Deformable Models - Python2.7.ipynb ├── Image et contours.ipynb ├── Presentation.pdf ├── README.md ├── Stacked Auto Encoder.ipynb ├── Test and Metrics.ipynb ├── series_case.json ├── stacked_ae.py ├── train_cnn.py └── utils.py /A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI.pdf -------------------------------------------------------------------------------- /CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/CNN.ipynb -------------------------------------------------------------------------------- /Deformable Models - Python2.7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/Deformable Models - Python2.7.ipynb -------------------------------------------------------------------------------- /Image et contours.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/Image et contours.ipynb -------------------------------------------------------------------------------- /Presentation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/Presentation.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/README.md -------------------------------------------------------------------------------- /Stacked Auto Encoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/Stacked Auto Encoder.ipynb -------------------------------------------------------------------------------- /Test and Metrics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/Test and Metrics.ipynb -------------------------------------------------------------------------------- /series_case.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/series_case.json -------------------------------------------------------------------------------- /stacked_ae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/stacked_ae.py -------------------------------------------------------------------------------- /train_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/train_cnn.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Medical-Image-Analysis/HEAD/utils.py --------------------------------------------------------------------------------