no code implementations • 27 Apr 2024 • Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou
This paper introduces MRScore, an automatic evaluation metric tailored for radiology report generation by leveraging Large Language Models (LLMs).
no code implementations • 31 Oct 2023 • Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lei Wang, Lingqiao Liu, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou
This work conducts an evaluation of GPT-4V's multimodal capability for medical image analysis, with a focus on three representative tasks of radiology report generation, medical visual question answering, and medical visual grounding.
no code implementations • 14 Sep 2023 • Yunyi Liu, Craig Jin, David Gunawan
Controlling the variations of sound effects using neural audio synthesis models has been a difficult task.
no code implementations • 4 Apr 2023 • Yunyi Liu, Zhanyu Wang, Dong Xu, Luping Zhou
To bridge this gap, in this paper, we propose a new Transformer based framework for medical VQA (named as Q2ATransformer), which integrates the advantages of both the classification and the generation approaches and provides a unified treatment for the close-end and open-end questions.