mednext

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MIC-DKFZ / MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

transformers medical-imaging medical-image-analysis medical-image-segmentation unet-image-segmentation mri-segmentation medical-ai ct-segmentation convnext mednext

Updated Nov 2, 2024
Python

mist-medical / MIST

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MIST: A simple and scalable end-to-end framework for 3D medical imaging segmentation.

deep-learning cnn pytorch medical-imaging image-segmentation vision-transformer nnunet 3d-medical-imaging-segmentation mednext

Updated Jul 9, 2026
Python

iBrain-Lab / MedNet-PVS

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Fully automated 3D perivascular space (PVS) segmentation tool for T1w and T2w brain MRI.

python open-source deep-learning neuroscience python3 mri neuroimaging segmentation pvs white-matter biomedical-imaging t2w t1w basal-ganglia nnunet mednext perivascular-spaces brain-medical-imaging automated-segmentation

Updated Oct 30, 2025
Python

Abhi-Chevuri / MMA-UNet

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PyTorch implementation of MMA-UNet for automatic brain tumor segmentation from contrast-enhanced MRI using MedNeXt, Mamba and CBAM.

deep-learning pytorch unet medical-image-segmentation brain-tumor cbam mednext mamba-state-space-models

Updated Jul 1, 2026
Python

guillaume-cassez / brats-moe-distmap-fusion-1

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Distance Map auxiliary loss for brain tumor segmentation (BraTS 2023 GLI) : characterisation of a topological fragments artefact + parameter-free CC-consensus filter improving HD95 NCR. Paper, code, reproducibility data.

deep-learning pytorch medical-imaging research-paper brats brain-tumor-segmentation distance-map nnunet signed-distance-transform mednext brats2023 cc-consensus post-hoc-fusion

Updated Jul 4, 2026
Python

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