Misswhale777

hecktor

swin_unetr_hecktor_2022

https://hecktor.grand-challenge.org/

ANTsPy

A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.

joint_registration_tumor_segmentation

SepNet

Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

hecktor-midl-unetr

Head and Neck Tumor 3D Segmentation Study

MIDeepSeg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

Awesome-Medical-Dataset

Collection of awesome medical dataset resources.

SAM4MIS

Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary

HECKTOR2022

MOOSE

MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.

JMedSeg

Jittor Medical Segmentation Lib -- The assignment of Pattern Recognition course (2021 Spring) in Tsinghua University

DL_AFUnet_3D_BrainSeg

Attention-based Fractal Unet (AFUnet) for brain tumor segmentation using 2D neuroimaging and 3D volumetric brain data

3D-UNet-Image-Segmentation

3D image segmentation using UNet: for MRI/CT scan image data

3D-Volumetric-MedicalImageSegmentationWithDeepLearning

This GitHub repository was created for research focusing on the development of deep learning-based segmentation models for fetal brain tissue.

HippocampusSegmentationMRI

Hippocampus Segmentation from MRI using 3D Convolutional Neural Networks in PyTorch

MedicalSeg

3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...

Pytorch--3D-Medical-Images-Segmentation--SALMON

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

SegMamba

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

SegmentAnything3D

[ICCV'23 Workshop] SAM3D: Segment Anything in 3D Scenes

hnc-tumour-seg

Clinical evaluation of deep learning for tumour delineation on [18F]FDG-PET/CT of head and neck cancer

nnUNet

Awesome-Video-Object-Segmentation

A curated list of video object segmentation (vos) papers, datasets, and projects.

Awesome-Video-Datasets

Video datasets

frame-pred-segment

Video future frame prediction and segmenting the final predicted frame using SimVP and U-Net.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

PyTorch

Deep Learning Zero to All - Pytorch