Xianlai Chen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Topics

Atrial Fibrillation

Annotated Corpus

Relation Extraction

Electronic Medical Record

Top Venues

Comput. Biol. Medicine

J. Biomed. Informatics

Publications

Ying An, Yaqi Bai, Yuan Liu, Lin Guo, Xianlai Chen
A Multimodal Federated Learning Framework for Modality Incomplete Scenarios in Healthcare. ISBRA (2) (2024)
Linan Ren, Kaixin Li, Ying An, Yuan Liu, Xianlai Chen
Feddaw: Dual Adaptive Weighted Federated Learning for Non-IID Medical Data. ISBRA (3) (2024)
Chenglin Yang, Xianlai Chen, Jincai Huang, Ying An, Zhenyu Huang, Yu Sun
A few-shot link prediction framework to drug repurposing using multi-level attention network. Comput. Biol. Medicine 170 (2024)
Ying An, Zhenrui Zhao, Xianlai Chen
Multi-grained Cross-Modal Feature Fusion Network for Diagnosis Prediction. ISBRA (2) (2024)
Ying An, Guanglei Cai, Xianlai Chen, Lin Guo
PARSE: A personalized clinical time-series representation learning framework via abnormal offsets analysis. Comput. Methods Programs Biomed. 242 (2023)
Ying An, Yinghong Shi, Lin Guo, Yu Sheng, Xianlai Chen
Knowledge-Enhanced Difference-Aware Clinical Time Series Representation Learning for Diagnosis Prediction. BIBM (2023)
Chenglin Yang, Jiamei Deng, Xianlai Chen, Ying An
SPBERE: Boosting span-based pipeline biomedical entity and relation extraction via entity information. J. Biomed. Informatics 145 (2023)
Ying An, Lebing Pan, Lin Guo, Xianlai Chen, Yu Shen
Percept U-Net: Percept Attention-based Convolutional Neural Network for Atrial Fibrillation Episode Localization. DSAA (2022)
Ying An, Xianyun Xia, Xianlai Chen, Fang-Xiang Wu, Jianxin Wang
Chinese clinical named entity recognition via multi-head self-attention based BiLSTM-CRF. Artif. Intell. Medicine 127 (2022)
Ying An, Runze Li, Xianlai Chen
MERGE: A Multi-graph Attentive Representation learning framework integrating Group information from similar patients. Comput. Biol. Medicine 151 (Part) (2022)
Xianlai Chen, Jiamiao Lin, Ying An
DL-BERT: a time-aware double-level BERT-style model with pre-training for disease prediction. Big Data (2022)
An Fang, Jiahui Hu, Wanqing Zhao, Ming Feng, Ji Fu, Shanshan Feng, Pei Lou, Huiling Ren, Xianlai Chen
Extracting clinical named entity for pituitary adenomas from Chinese electronic medical records. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Xianlai Chen, Xuantong Zhong, Taixiang Li, Ying An, Long Mo
NormToRaw: A Style Transfer Based Self-supervised Learning Approach for Nuclei Segmentation. IJCNN (2022)
Xianlai Chen, Mingyue Xu, Ying An
Identifying the essential nodes in network pharmacology based on multilayer network combined with random walk algorithm. J. Biomed. Informatics 114 (2021)
Ying An, Nengjun Huang, Xianlai Chen, Fang-Xiang Wu, Jianxin Wang
High-Risk Prediction of Cardiovascular Diseases via Attention-Based Deep Neural Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (3) (2021)
Ying An, Haojia Zhang, Yu Sheng, Jianxin Wang, Xianlai Chen
MAIN: Multimodal Attention-based Fusion Networks for Diagnosis Prediction. BIBM (2021)
Xianlai Chen, Luming Yang, Shu-chu Wang, Rong Yang, Jian-xin Wang
Identifying the nature of stomach diseases by ultrasonography based on genetic neural network. Expert Syst. Appl. 38 (5) (2011)