EyeGPT: Ophthalmic Assistant with Large Language Models

no code implementations • 29 Feb 2024 • Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Le Gao, Mingpu Xu, Yue Wu, Yinwen Li, Danli Shi, Mingguang He

Artificial intelligence (AI) has gained significant attention in healthcare consultation due to its potential to improve clinical workflow and enhance medical communication.

World Knowledge

Camera Adaptation for Fundus-Image-Based CVD Risk Estimation

1 code implementation • 18 Jun 2022 • Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, ZongYuan Ge

Most high-quality retinography databases ready for research are collected from high-end fundus cameras, and there is a significant domain discrepancy between different cameras.

Label uncertainty-guided multi-stream model for disease screening

no code implementations • 28 Jan 2022 • Chi Liu, ZongYuan Ge, Mingguang He, Xiaotong Han

The main idea is dividing the images into simple and hard cases by uncertainty information, and then developing a multi-stream network to deal with different cases separately.

Medical Visual Question Answering: A Survey

no code implementations • 19 Nov 2021 • Zhihong Lin, Donghao Zhang, Qingyi Tao, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, ZongYuan Ge

Medical Visual Question Answering~(VQA) is a combination of medical artificial intelligence and popular VQA challenges.

Medical Visual Question Answering Question Answering +1