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Xianlai Chen
ORCID
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 12
Top Topics
Random Walk
Named Entity Recognition
Atrial Fibrillation
Electronic Medical Record
Top Venues
BIBM
J. Biomed. Informatics
Artif. Intell. Medicine
BMC Medical Informatics Decis. Mak.
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Publications
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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)