Xinyue Hu

20 papers A* 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A New Benchmark: Clinical Uncertainty and Severity Aware Labeled Chest X-Ray Images With Multi-Relationship Graph Learning.
IEEE Trans. Medical Imaging
Mengliang ZHang, Xinyue Hu, Lin Gu, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Yan Yan, Ronald M. Summers, Yingying Zhu
2025 J jnl
Exploring multimodal large language models on transthoracic Echocardiogram (TTE) tasks for cardiovascular decision support.
J. Biomed. Informatics
Jianfu Li, Yiming Li, Zenan Sun, Evan Yu, Ahmed M. Abdelhameed, Weiguo Cao, Haifang Li, Jianping He, Pengze Li, Jingna Feng, Yue Yu, Xinyue Hu, Manqi Li, Rakesh Kumar, Yifang Dang, Fang Li, Shahyar M. Gharacholou, Cui Tao
2025 J jnl
Social determinants of health extraction from clinical notes across institutions using large language models.
npj Digit. Medicine
Vipina Kuttichi Keloth, Salih Selek, Qingyu Chen, Christopher Gilman, Sunyang Fu, Yifang Dang, Xinghan Chen, Xinyue Hu, Yujia Zhou, Huan He, Jungwei W. Fan, Karen Wang, Cynthia Brandt, Cui Tao, Hongfang Liu, Hua Xu
2024 J jnl
Interpretable medical image Visual Question Answering via multi-modal relationship graph learning.
Medical Image Anal.
Xinyue Hu, Lin Gu, Kazuma Kobayashi, Liangchen Liu, Mengliang ZHang, Tatsuya Harada, Ronald M. Summers, Yingying Zhu
2024 J jnl
Prompt Tuning in Biomedical Relation Extraction.
J. Heal. Informatics Res.
Jianping He, Fang Li, Jianfu Li, Xinyue Hu, Yi Nian, Yang Xiang, Jingqi Wang, Qiang Wei, Yiming Li, Hua Xu, Cui Tao
2024 J jnl
RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization.
J. Am. Medical Informatics Assoc.
Yiming Li, Jeff Zhao, Manqi Li, Yifang Dang, Evan Yu, Jianfu Li, Zenan Sun, Usama Hussein, Jianguo Wen, Ahmed M. Abdelhameed, Junhua Mai, Shenduo Li, Yue Yu, Xinyue Hu, Daowei Yang, Jingna Feng, Zehan Li, Jianping He, Wei Tao, Tiehang Duan, Yanyan Lou, Fang Li, Cui Tao
2023 J jnl
Dual frame-level and region-level alignment for unsupervised video domain adaptation.
Neurocomputing
Xinyue Hu, Yingying Zhu
2023 A* conf
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering.
KDD
Xinyue Hu, Lin Gu, Qiyuan An, Mengliang ZHang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M. Summers, Yingying Zhu
2023 J jnl
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering.
CoRR
Xinyue Hu, Lin Gu, Qiyuan An, Mengliang ZHang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M. Summers, Yingying Zhu
2023 J jnl
Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning.
CoRR
Mengliang ZHang, Xinyue Hu, Lin Gu, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M. Summers, Yingying Zhu
2023 J jnl
Explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction.
CoRR
Xinyue Hu, Zenan Sun, Yi Nian, Yifang Dang, Fang Li, Jingna Feng, Evan Yu, Cui Tao
2023 J jnl
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning.
CoRR
Xinyue Hu, Lin Gu, Kazuma Kobayashi, Qiyuan An, Qingyu Chen, Zhiyong Lu, Chang Su, Tatsuya Harada, Yingying Zhu
2023 J jnl
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).
J. Am. Medical Informatics Assoc.
Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
2022 — conf
Chemical-Protein Relation Extraction with Pre-trained Prompt Tuning.
ICHI
Jianping He, Fang Li, Xinyue Hu, Jianfu Li, Yi Nian, Jingqi Wang, Yang Xiang, Qiang Wei, Hua Xu, Cui Tao
2022 J jnl
Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation.
CoRR
Xinyue Hu, Lin Gu, Liangchen Liu, Ruijiang Li, Chang Su, Tatsuya Harada, Yingying Zhu
2022 J jnl
Mining On Alzheimer's Diseases Related Knowledge Graph to Identity Potential AD-related Semantic Triples for Drug Repurposing.
CoRR
Yi Nian, Xinyue Hu, Rui Zhang, Jingna Feng, Jingcheng Du, Fang Li, Yong Chen, Cui Tao
2022 J jnl
Mining on Alzheimer's diseases related knowledge graph to identity potential AD-related semantic triples for drug repurposing.
BMC Bioinform.
Yi Nian, Xinyue Hu, Rui Zhang, Jingna Feng, Jingcheng Du, Fang Li, Larry Bu, Yuji Zhang, Yong Chen, Cui Tao
2022 J jnl
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO).
CoRR
Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Jingcheng Du, J. Wilfred Fan, Muhammad F. Amith, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
2021 J jnl
Knowledge Graph-based Neurodegenerative Diseases and Diet Relationship Discovery.
CoRR
Yi Nian, Jingcheng Du, Larry Bu, Fang Li, Xinyue Hu, Yuji Zhang, Cui Tao
2020 — conf
Named Entity Recognition from Table Headers in Randomized Controlled Trial Articles.
ICHI
Qiang Wei, Yujia Zhou, Bo Zhao, Xinyue Hu, Qiaozhu Mei, Cui Tao, Hua Xu