Chunlei Tang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Combinatorial Optimization

Reinforcement Learning

Chronic Obstructive Pulmonary Disease

Top Venues

BMC Medical Informatics Decis. Mak.

J. Am. Medical Informatics Assoc.

Publications

Qi Wang, Kenneth H. Lai, Chunlei Tang
Solving combinatorial optimization problems over graphs with BERT-Based Deep Reinforcement Learning. Inf. Sci. 619 (2023)
Beichen Kang, Xiaosu Wang, Yun Xiong, Yao Zhang, Chaofan Zhou, Yangyong Zhu, Jiawei Zhang, Chunlei Tang
Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning. DASFAA (4) (2023)
Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. J. Am. Medical Informatics Assoc. 30 (3) (2023)
Qi Wang, Chengwei Zhang, Chunlei Tang
Discovering Lin-Kernighan-Helsgaun heuristic for routing optimization using self-supervised reinforcement learning. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Mingxia Wang, Peng Tian, Yun Xiong, Jingwen Yue, Yao Zhang, Chunlei Tang
MulEA: Multi-type Entity Alignment of Heterogeneous Medical Knowledge Graphs. DASFAA (2) (2023)
Qi Wang, Yuqing He, Chunlei Tang
Mastering construction heuristics with self-play deep reinforcement learning. Neural Comput. Appl. 35 (6) (2023)
Qi Wang, Suzanne V. Blackley, Chunlei Tang
Generative Adversarial Imitation Learning to Search in Branch-and-Bound Algorithms. DASFAA (2) (2022)
Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Joseph M. Plasek, Chunlei Tang, Xiaoxia Wang, Yun Xiong, Yangyong Zhu, Yanming He, Patricia C. Dykes, David W. Bates, Li Zhou
Addressing Disparities in Diabetes Using Temporal Fairness Models. AMIA (2021)
Xing Jia, Yun Xiong, Jiawei Zhang, Yao Zhang, Suzanne V. Blackley, Yangyong Zhu, Chunlei Tang
Radiology Report Generation for Rare Diseases via Few-shot Transformer. BIBM (2021)
Chunlei Tang, Joseph M. Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan M. Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Qi Wang, Chunlei Tang
Deep reinforcement learning for transportation network combinatorial optimization: A survey. Knowl. Based Syst. 233 (2021)
Joseph M. Plasek, Chunlei Tang, Yangyong Zhu, Yajun Huang, David W. Bates
Following data as it crosses borders during the COVID-19 pandemic. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. BMC Medical Informatics Decis. Mak. (8) (2019)
Zhikun Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Min-Jeoung Kang, Patricia C. Dykes, David W. Bates, Li Zhou
Data Reconstruction Based on Temporal Expressions in Clinical Notes. BIBM (2019)
Chunlei Tang, Yangyong Zhu, Suzanne V. Blackley, Joseph M. Plasek, Meihan Wan, Li Zhou, Jing Ma, David W. Bates
Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines. IEEE Access 7 (2019)
Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Yun Xiong, David W. Bates, Li Zhou
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. BIBM (2018)
Yun Xiong, Lu Ruan, Mengjie Guo, Chunlei Tang, Xiangnan Kong, Yangyong Zhu, Wei Wang
Predicting Disease-related Associations by Heterogeneous Network Embedding. BIBM (2018)
Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. AMIA (2018)
Chunlei Tang, Haohan Zhang, Kenneth H. Lai, Yuxuan She, Yun Xiong, Li Zhou
Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map. BIBM (2017)
Li Zhou, Joseph M. Plasek, Ronen Rozenblum, David W. Bates, Chunlei Tang
Comment Topic Evolution on a Cancer Institution's Facebook Page. Appl. Clin. Inform. 8 (03) (2017)