medical-image-segmentation topic

List medical-image-segmentation repositories

HyperDenseNet

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This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

HyperDenseNet_pytorch

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Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

LiviaNET

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This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scal...

BraTS2018-tumor-segmentation

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We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR im...

DATA-SCIENCE-BOWL-2018

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DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

MedicalZooPytorch

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A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mmsegmentation

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OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PaddleSeg

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Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Mat...

UNeXt-pytorch

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Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

awesome-transformers-in-medical-imaging

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A collection of resources on applications of Transformers in Medical Imaging.