piwheels

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
0.1.7	2025-11-19
medvae-0.1.7-py3-none-any.whl (46 KB)
0.1.6	2025-10-22
medvae-0.1.6-py3-none-any.whl (46 KB)
0.1.5	2025-10-22
medvae-0.1.5-py3-none-any.whl (46 KB)
0.1.4	2025-07-16
medvae-0.1.4-py3-none-any.whl (46 KB)
0.1.3	2025-07-16
medvae-0.1.3-py3-none-any.whl (46 KB)
0.1.2	2025-07-16
medvae-0.1.2-py3-none-any.whl (46 KB)
0.1.1	2025-05-26
medvae-0.1.1-py3-none-any.whl (45 KB)
0.1.0	2025-05-24
medvae-0.1.0-py3-none-any.whl (45 KB)
0.0.9	2025-03-31
medvae-0.0.9-py3-none-any.whl (45 KB)
0.0.8	2025-03-31
medvae-0.0.8-py3-none-any.whl (45 KB)
0.0.7	2025-03-31
medvae-0.0.7-py3-none-any.whl (45 KB)
0.0.6	2025-02-05
medvae-0.0.6-py3-none-any.whl (28 KB)
0.0.5	2025-01-31
medvae-0.0.5-py3-none-any.whl (26 KB)
0.0.4	2025-01-31
medvae-0.0.4-py3-none-any.whl (26 KB)
0.0.3	2025-01-31
medvae-0.0.3-py3-none-any.whl (7 KB)
0.0.2	2025-01-31
medvae-0.0.2-py3-none-any.whl (7 KB)
0.0.1	2025-01-31
medvae-0.0.1-py3-none-any.whl (7 KB)

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