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Luyao Chen
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Publications
- 2023
- [j9]Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim:
Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark. J. Biomed. Informatics 137: 104256 (2023) - [j8]Lucila Ohno-Machado, Xiaoqian Jiang, Tsung-Ting Kuo, Shiqiang Tao, Luyao Chen, Pritham Ram, Guo-Qiang Zhang, Hua Xu:
A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia. J. Biomed. Informatics 139: 104322 (2023) - [c17]Omer Anjum, Luyao Chen, Ryan Denlinger, Ejaz Anam, Dongsheng Yuan, Connie Wooldridge, Martin J. Citardi, Jiajie Zhang, Hua Xu, Xiaoqian Jiang:
FinFax: Fast Interpretation of Fax with NLP. BCB 2023: 73:1-73:2 - [c16]Pulakesh Upadhyaya, Yaobin Ling, Luyao Chen, Yejin Kim, Xiaoqian Jiang:
Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning. ICHI 2023: 49-57 - [i7]Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams:
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR abs/2306.15651 (2023) - 2022
- [j6]Lishan Yu, Hamisu M. Salihu, Deepa Dongarwar, Luyao Chen, Xiaoqian Jiang:
Deep graph convolutional network for US birth data harmonization. J. Biomed. Informatics 125: 103974 (2022) - 2021
- [c10]Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean I. Savitz, Shayan Shams:
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records. BCB 2021: 9:1-9:8 - [i6]Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim:
Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark. CoRR abs/2109.12769 (2021) - 2020
- [j5]Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang:
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. J. Biomed. Informatics 107: 103462 (2020) - [j4]Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Guoqiang Zhang, Shiqiang Tao, Licong Cui, Xiaojin Li, Robert D. Jolly, Luyao Chen, Michael Phan, Cung Ha, Marijane Detranaltes, Jiajie Zhang:
A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. BMC Medical Informatics Decis. Mak. 20-S(12): 328 (2020) - [i4]Kanglin Hsieh, Yinyin Wang, Luyao Chen, Zhongming Zhao, Sean I. Savitz, Xiaoqian Jiang, Jing Tang, Yejin Kim:
Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation. CoRR abs/2009.10931 (2020) - 2019
- [c8]Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui:
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. AMIA 2019 - [i3]Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui:
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. CoRR abs/1905.05827 (2019) - [i2]Xiaoqian Jiang, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Yejin Kim:
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. CoRR abs/1905.05830 (2019) - 2018
- [j1]Luyao Chen, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang:
Secure large-scale genome data storage and query. Comput. Methods Programs Biomed. 165: 129-137 (2018)
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