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2020 – today
- 2023
[j11]Qi Wang
, Kenneth H. Lai, Chunlei Tang:
Solving combinatorial optimization problems over graphs with BERT-Based Deep Reinforcement Learning. Inf. Sci. 619: 930-946 (2023)- [j10]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): 438-446 (2023) - [j9]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): 101723 (2023) - [j8]Qi Wang, Yuqing He, Chunlei Tang:
Mastering construction heuristics with self-play deep reinforcement learning. Neural Comput. Appl. 35(6): 4723-4738 (2023) - [c10]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: 250-265 - [c9]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: 732-741 - 2022
- [j7]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): 174 (2022) - [c8]Qi Wang, Suzanne V. Blackley, Chunlei Tang:
Generative Adversarial Imitation Learning to Search in Branch-and-Bound Algorithms. DASFAA (2) 2022: 673-680 - [d2]Chunlei Tang:
Literature data. IEEE DataPort, 2022
- 2021
- [j6]Qi Wang, Chunlei Tang:
Deep reinforcement learning for transportation network combinatorial optimization: A survey. Knowl. Based Syst. 233: 107526 (2021) - [j5]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): 175-180 (2021) - [c7]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 - [c6]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: 1347-1352 - 2020
- [j4]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): 1139-1141 (2020) - [d1]Chunlei Tang, Dan Shi, Xiao Shi, Yun Xiong:
An annotated dataset of tongue images. IEEE DataPort, 2020
2010 – 2019
- 2019
- [j3]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: 90597-90607 (2019) - [j2]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. 19-S(8): 258 (2019) - [c5]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: 1004-1008 - 2018
- [c4]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 - [c3]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: 502-509 - [c2]Yun Xiong, Lu Ruan, Mengjie Guo, Chunlei Tang, Xiangnan Kong, Yangyong Zhu, Wei Wang:
Predicting Disease-related Associations by Heterogeneous Network Embedding. BIBM 2018: 548-555 - 2017
- [j1]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. 08(03): 854-865 (2017) - [c1]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: 874-879
Coauthor Index
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