Stars
MONAI Versatile Imaging Segmentation and Annotation
A package to compute medical segmentation metrics.
Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2
Medical Image Segmentation with Diffusion Model
[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
EVA Series: Visual Representation Fantasies from BAAI
ECCV 2024 & GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes
GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型
the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"
Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
A foundation model utilizing chest CT volumes and radiology reports for supervised-level zero-shot detection of abnormalities
Python tools for constructing nomograms based on logistic regression model
Diagrams for visualizing neural network architecture (Created with diagrams.net)
The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".
Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models
《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程
A curated list of foundation models for vision and language tasks in medical imaging
[ISBI 2024] SegReg: Segmenting OARs by Registering MR Images and CT Annotations
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
🌞 CareGPT (关怀GPT)是一个医疗大语言模型，同时它集合了数十个公开可用的医疗微调数据集和开放可用的医疗大语言模型，包含LLM的训练、测评、部署等以促进医疗LLM快速发展。Medical LLM, Open Source Driven for a Healthy Future.
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model