README.md

metadata

license: apache-2.0
pipeline_tag: image-text-to-text
library_name: transformers

M3D-RAD Model

The official Model for the paper "3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks".

In our project, we collect a large-scale dataset designed to advance 3D Med-VQA using radiology CT scans, 3D-RAD, encompasses six diverse VQA tasks: anomaly detection (task 1), image observation (task 2), medical computation (task 3), existence detection (task 4), static temporal diagnosis (task 5), and longitudinal temporal diagnosis (task 6).

Code

You can find our code in M3D-RAD_Code.

3D-RAD Dataset

You can find our dataset in 3D-RAD_Dataset.

Model Links

Model	Paper
RadFM	Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data
M3D	M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
OmniV(not open)	OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding