BetaRare
MrGiovanni/ModelsGenesis
[MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns transferable representations from unlabeled CT and MRI volumes, then fine-tunes for downstream segmentation and classification. Keras and PyTorch weights included.
- Owner
- MrGiovanni (personal account)
- Stars
- Stars: 796
- Forks
- Forks: 143
- Language
- Jupyter Notebook
- License
- None
- Created
- 2019
- Topics
- fine-tuningrepresentation-learningtransfer-learningself-supervised-learning3d-modelpre-trained-modelfoundation-modelsfeature-learning3d-segmentationchest-ct
- Tier
- Beta (700 to 1,999 ★) What this tier means
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