brats topic

List brats repositories

nas_3d_unet

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Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging

OSS-Net

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Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

WSS-CMER

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Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf

EMSSL

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[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

BraTS20_Unet3d_AutoEncoder

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3d unet and 3d autoencoder for automatical segmentation and feature extraction.

#BRATS2015 #BRATS2018 #deep learning #fully automatic brain tumor segmentation #U-net # tensorflow #Keras

BraTS21

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Solution of the RSNA/ASNR/MICCAI Brain Tumor Segmentation (BraTS) Challenge 2021

SegFormer3D

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Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR2024)

LHUNet

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LHU-Net: A Light Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation