a collection of visualization function

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

[TPAMI 2025] UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation

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

[CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation

Official implementation for ECCV 2022 paper "3D Instances as 1D Kernels".

The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge

Open-sourced code of miniGPT-Med

[TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

(TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals

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

Awesome Active Domain Adaptation for Medical Image Analysis

Code for paper: Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation

A collection of resources on applications of multi-modal learning in medical imaging.

An open-source framework for training large multimodal models.

JAX-based neural network library

Scribble-Supervised LiDAR Semantic Segmentation, CVPR 2022 (ORAL)

The official implementation of AAAI2024 paper of "Scribble Hides Class: Promoting Scribble-based Semantic Segmentation with its Class Label"

This is the official pytorch implementation of "Leveraging Hidden Positives for Unsupervised Semantic Segmentation" (CVPR 2023).

MONAI Tutorials

[NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures

MICCAI 2024 & CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging

A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans

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