Deep Learning Framework For Medical Image Analysis
Project description
Welcome to SAMITorch
SAMITorch is a deep learning framework for Shape Analysis in Medical Imaging laboratory of École de technologie supérieure using PyTorch library. It implements an extensive set of loaders, transformers, models and data sets suited for deep learning in medical imaging. Our objective is to build a tested, standard framework for quickly producing results in deep learning reasearch applied to medical imaging.
Table Of Contents
Authors
- Pierre-Luc Delisle - pldelisle
- Benoit Anctil-Robitaille - banctilrobitaille
References
Segmentation
Diffusion imaging
Application
Main components
Models
Trainers
Transformers
Logger
Configs
Main
Contributing
If you find a bug or have an idea for an improvement, please first have a look at our contribution guideline. Then,
Acknowledgment
Thanks to École de technologie supérieure, Hervé Lombaert and Christian Desrosiers for providing us a lab and helping us in our research activities.
Project details
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