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IEEE Journal of Biomedical and Health Informatics|April 23, 2026
GATE: Graph and Text Exchange for Zero-Shot ECG Classification with LLM PromptsYing An, Shiyu Tang, Xianlai Chen, et al.Computer Methods and Programs in Biomedicine|October 13, 2023
PARSE: A personalized clinical time-series representation learning framework via abnormal offsets analysisYing An, Guanglei Cai, Xianlai Chen, et al.Journal of Biomedical Informatics|December 22, 2020
Identifying the essential nodes in network pharmacology based on multilayer network combined with random walk algorithmXianlai Chen, Mingyue Xu, Ying AnComputers in Biology and Medicine|November 6, 2022
MERGE: A Multi-graph Attentive Representation learning framework integrating Group information from similar patientsYing An, Runze Li, Xianlai ChenIEEE Journal of Biomedical and Health Informatics|April 1, 2025
Improvement of Non-invasive Glucose Estimation Accuracy through Multi-wavelength PPGTaixiang Li, Quangui Wang, Linghao Lei, et al.Computational Intelligence and Neuroscience|December 26, 2022
TERTIAN: Clinical Endpoint Prediction in ICU via Time-Aware Transformer-Based Hierarchical Attention NetworkYing An, Yang Liu, Xianlai Chen, et al.Journal of Biomedical Informatics|July 23, 2023
SPBERE: Boosting span-based pipeline biomedical entity and relation extraction via entity informationChenglin Yang, Jiamei Deng, Xianlai Chen, et al.IEEE/ACM Transactions on Computational Biology and Bioinformatics|August 20, 2019
High-Risk Prediction of Cardiovascular Diseases via Attention-Based Deep Neural NetworksYing An, Nengjun Huang, Xianlai Chen, et al.Artificial Intelligence in Medicine|April 17, 2022
Chinese clinical named entity recognition via multi-head self-attention based BiLSTM-CRFYing An, Xianyun Xia, Xianlai Chen, et al.Computers in Biology and Medicine|January 20, 2024
A few-shot link prediction framework to drug repurposing using multi-level attention networkChenglin Yang, Xianlai Chen, Jincai Huang, et al.Pageof 274