nnMIL: A generalizable multiple instance learning framework for computational pathology

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary

[ICLR 2025 Oral] PyTorch code for the paper "Open-World Reinforcement Learning over Long Short-Term Imagination"

A curated gallery and toolkit designed to provide inspiration for scientific illustrations, project sites, and visual storytelling in research.

a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

[CVPR 2024] Official code for "CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation"

[MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

[CVPR 2024] Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation

Implementation of The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation

[ICCV2023] XNet: Wavelet-Based Low and High Frequency Merging Networks for Semi- and Supervised Semantic Segmentation of Biomedical Images

SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

学术常用的prompts

Pytorch❤️ Keras 😋😋

Awesome Active Domain Adaptation for Medical Image Analysis

DomainBed is a suite to test domain generalization algorithms

A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.

😱 从源码层面，剖析挖掘互联网行业主流技术的底层实现原理，为广大开发者 “提升技术深度” 提供便利。目前开放 Spring 全家桶，Mybatis、Netty、Dubbo 框架，及 Redis、Tomcat 中间件等

Curated list of project-based tutorials

Code examples in pyTorch and Tensorflow for CS230

Code snippets created for the PyTorch discussion board

Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)

forked from DongZhouGu/arxiv-daily

arxiv-daily

A playbook for systematically maximizing the performance of deep learning models.

Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".

A list of Medical imaging datasets.