medvae
MedVAE is a family of six medical image autoencoders that can encode high-dimensional medical images into latent representations.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install medvae
Dependencies
- requests
- torch
- simpleitk
- matplotlib
- open-clip-torch
- batchgeneratorsv2
- pyrootutils
- torchmetrics
- gdown
- nilearn
- monai
- scikit-learn
- dicom2nifti
- einops
- batchgenerators
- hydra-core
- tqdm
- torchvision
- omegaconf
- imagecodecs
- rich
- nibabel
- scipy
- polars
- scikit-image
- pandas
- seaborn
- hydra-colorlog
- wandb
- accelerate
- numpy
- yacs
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
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| 0.1.6 | 2025-10-22 | ||||
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| 0.1.5 | 2025-10-22 | ||||
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| 0.1.4 | 2025-07-16 | ||||
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| 0.1.3 | 2025-07-16 | ||||
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| 0.1.2 | 2025-07-16 | ||||
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| 0.1.1 | 2025-05-26 | ||||
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| 0.1.0 | 2025-05-24 | ||||
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| 0.0.9 | 2025-03-31 | ||||
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| 0.0.8 | 2025-03-31 | ||||
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| 0.0.7 | 2025-03-31 | ||||
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| 0.0.6 | 2025-02-05 | ||||
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| 0.0.5 | 2025-01-31 | ||||
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| 0.0.4 | 2025-01-31 | ||||
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| 0.0.3 | 2025-01-31 | ||||
| 0.0.2 | 2025-01-31 | ||||
| 0.0.1 | 2025-01-31 | ||||
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