Work

Enhancing Image-Text Alignment in Chest X-ray Datasets by Reducing External References via a Fine-Tuned Large Language Model Pipeline

Year: 2026

Type: article

Source: Journal of Imaging Informatics in Medicine

DOI: 10.1007/s10278-026-02244-z

Authors: Yu-Ruei Chen, Chang-Fu Kuo, Ching-Heng Lin

Institutions: Chiayi Chang Gung Memorial Hospital, Chang Gung University, Chang Gung Memorial Hospital, Taoyuan Chang Gung Memorial Hospital, Linkou Chang Gung Memorial Hospital, National Tsing Hua University

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: closed

Funders: National Science and Technology Council, Chang Gung Memorial Hospital

Awards: Developing a Predictive Model for Major Adverse Cardiovascular Events Using Multi-Task Deep Learning Techniques Based on Censored Electrocardiograms and Clinical Data, G5772873565, G6244679329, G670382976, G7769104085, G8910341957

OpenAlex ID: W7204805340

FWCI:

Cites: 12

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