Search Results for author: Yuanxu Gao

Found 2 papers, 2 papers with code

Multi-modal vision-language model for generalizable annotation-free pathological lesions localization and clinical diagnosis

1 code implementation4 Jan 2024 Hao Yang, Hong-Yu Zhou, Zhihuan Li, Yuanxu Gao, Cheng Li, Weijian Huang, Jiarun Liu, Hairong Zheng, Kang Zhang, Shanshan Wang

Defining pathologies automatically from medical images aids the understanding of the emergence and progression of diseases, and such an ability is crucial in clinical diagnostics.

Contrastive Learning Language Modelling

A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

1 code implementation1 Jun 2023 Hong-Yu Zhou, Yizhou Yu, Chengdi Wang, Shu Zhang, Yuanxu Gao, Jia Pan, Jun Shao, Guangming Lu, Kang Zhang, Weimin Li

During the diagnostic process, clinicians leverage multimodal information, such as chief complaints, medical images, and laboratory-test results.

Representation Learning

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