zc0925

Brain-Tumor-Segmentation

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

unet-lits-2d-pipeline

Liver Lesion Segmentation with 2D Unets

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Chinese-STD-GB-T-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

Transformer_for_medical_image_analysis

A collection of papers about Transformer in the field of medical image analysis.

registration-vxm

Voxelmorph registration in both tensorflow and pytorch.

voxelmorph

Unsupervised Learning for Image Registration

VoxelMorph-torch

miseval

a metric library for Medical Image Segmentation EVALuation

TransMorph_Transformer_for_Medical_Image_Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

mutual-information-registration

Mutual-Information Medical Image Registration: Theory and Examples

region-mutual-information-pytorch

PyTorch implementation of the Region Mutual Information Loss for Semantic Segmentation.

NMI-loss

NMI loss forked from VoxelMorph

SegLossOdyssey

A collection of loss functions for medical image segmentation

awesome-image-registration

image registration related books, papers, videos, and toolboxes

Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

CVPR-2021-Papers

DoDNet

[CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

2D-TAN

AAAI2020 - Learning 2D Temporal Localization Networks for Moment Localization with Natural Language

classification_models

Classification models trained on ImageNet. Keras.

Multitask-Learning

Awesome Multitask Learning Resources

Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

cycada_release

Code to accompany ICML 2018 paper

semisup-semseg

MoEx

MoEx (Moment Exchange)