Search Results for author: Xinyu Liang

Found 4 papers, 0 papers with code

MRScore: Evaluating Radiology Report Generation with LLM-based Reward System

no code implementations27 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).

Model Selection Text Generation

MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation

no code implementations4 Dec 2023 Ling Yang, Zhanyu Wang, Zhenghao Chen, Xinyu Liang, Luping Zhou

Multimodal Large Language Models (MLLMs) have shown success in various general image processing tasks, yet their application in medical imaging is nascent, lacking tailored models.

Instruction Following Question Answering +1

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

no code implementations31 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.

Descriptive Medical Visual Question Answering +3

Hybrid Transformer-RNN Architecture for Household Occupancy Detection Using Low-Resolution Smart Meter Data

no code implementations27 Aug 2023 Xinyu Liang, Hao Wang

Residential occupancy detection has become an enabling technology in today's urbanized world for various smart home applications, such as building automation, energy management, and improved security and comfort.

energy management Management

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