u-mamba

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lxaw / mamba-tumor-seg

Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.

segment segmentation image-segmentation mamba u-net mamba-image tumor-segmentation segmentation-models segmentation-datasets u-net-pytorch segmentation-models-pytorch mamba-state-space-models u-mamba mamba-segment mamba-image-segmentation mamba-model

Updated May 16, 2024
Jupyter Notebook

perrasimon / RectoMap

Star

RectoMap is a deep learning pipeline for segmenting rectal cancer and mesorectum from T2-weighted MRI and predicting pathological complete response (pCR) after neoadjuvant therapy

deep-learning ensemble automatic-segmentation mri-segmentation torchio rectal-cancer nnunet u-mamba pcr-prediction

Updated May 14, 2025
Python

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