Ziyan-Huang

NeurIPS-CellSeg

Naive baseline for microscopy image segmentation challenge in NeurIPS 2022

ULS23

Repository for the Universal Lesion Segmentation Challenge '23

PMC-VQA

PMC-VQA is a large-scale medical visual question-answering dataset, which contains 227k VQA pairs of 149k images that cover various modalities or diseases.

RadFM

The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".

Taiyi-LLM

Biomedical LLM, A Bilingual (Chinese and English) Fine-Tuned Large Language Model for Diverse Biomedical Tasks

meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

dataset

Related medical image dataset from OpenMedLab and others.

SuPreM

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

HaN5K

[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.

Qilin-Med-VL

The first Chinese medical large vision-language model designed to integrate the analysis of textual and visual data

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

SoM

Set-of-Mark Prompting for GPT-4V and LMMs

patchly

A grid sampler for larger-than-memory N-dimensional images

SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

3D-TransUNet

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

Connectivity-Aware-Airway-Segmentaion

[IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation

AIIB-Fibrotic-Lung-Disease

[MICCAI 2023 Grand Challenge: AIIB, First Runner-up] Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease

ChatDev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Lymph-Node-Mapping

Transfer Mapping for Clinically Relevant Lymph Nodes in The Mediastinal Area of CT data

isles_2022

Example usage of BIDSIO for input + output for use with the ISLES 2022 Challenge

isles22

TDSC-ABUS2023

Official repository of MICCAI 2023 TDSC-ABUS challenge

wmhchallenge

Example docker containers for the WMH Segmentation Challenge

INSTANCE2022

Official repository of MICCAI 2022 INSTANCE challenge

AIIB

stable-diffusion-webui

Stable Diffusion web UI

verse

Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020

FLARE23

A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.

pulmonary-tree-repairing

[MICCAI'23] Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset