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YiJun Shao
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2020 – today
- 2023
- [j8]Yijun Shao, Kaitlin Todd, Andrew Shutes-David, Steven P. Millard, Karl Brown, Amy Thomas, Kathryn K. Chen, Katherine Wilson, Qing T. Zeng, Debby W. Tsuang:
Identifying Probable Dementia in Undiagnosed Black and White Americans Using Machine Learning in Veterans Health Administration Electronic Health Records. Big Data Cogn. Comput. 7(4): 167 (2023) - 2022
- [j7]Douglas F. Redd, Yijun Shao, Qing Zeng-Treitler, Laura J. Myers, Barry C. Barker, Stuart J. Nelson, Thomas F. Imperiale:
Identification of colorectal cancer using structured and free text clinical data. Health Informatics J. 28(4): 146045822211344 (2022) - [j6]Kai Liu, Weiwei Sun, Yijun Shao, Weiwei Liu, Gang Yang, Xiangchao Meng, Jiangtao Peng, Dehua Mao, Kai Ren:
Mapping Coastal Wetlands Using Transformer in Transformer Deep Network on China ZY1-02D Hyperspectral Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3891-3903 (2022) - [c19]Yan Cheng, Ali Ahmed, Edward Zamrini, Yijun Shao, Qing Zeng-Treitler:
Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing. AMIA 2022 - [c18]Yijun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler:
A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. AMIA 2022 - [c17]Phillip Ma, Yijun Shao, Yan Cheng, Youxuan Ling, Qing Zeng-Treitler, Stuart J. Nelson:
Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. ICHI 2022: 337-347 - 2021
- [j5]YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler:
Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. J. Heal. Informatics Res. 5(2): 181-200 (2021) - [j4]YiJun Shao, Yan Cheng, Rashmee U. Shah, Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler:
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. J. Medical Syst. 45(1): 5 (2021) - [c16]Yijun Shao, Ali Ahmed, Edward Zamrini, Yan Cheng, Qing Zeng-Treitler:
Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models. AMIA 2021 - [c15]YiJun Shao, Rebecca S. Morris, Bruce E. Bray, Qing Zeng-Treitler:
Topic Modeling Based on ICD Codes for Clinical Documents. IntelliSys (2) 2021: 184-198 - [c14]Yan Cheng, YiJun Shao, James Rudolph, Charlene R. Weir, Beth Sahlmann, Qing Zeng-Treitler:
Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data. MedInfo 2021: 665-669 - 2020
- [c13]Terri Elizabeth Workman, YiJun Shao, Guy Divita, Qing Zeng-Treitler:
A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. IEEE BigData 2020: 1004-1010 - [c12]YiJun Shao, Guy Divita, Terri Elizabeth Workman, Doug Redd, Jennifer H. Garvin, Qing Zeng-Treitler:
Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. IEEE BigData 2020: 3837-3845
2010 – 2019
- 2019
- [j3]Kristina Doing-Harris, Bruce E. Bray, Anne Thackeray, Rashmee U. Shah, YiJun Shao, Yan Cheng, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir:
Development of a cardiac-centered frailty ontology. J. Biomed. Semant. 10(1): 3:1-3:16 (2019) - [j2]Douglas Redd, YiJun Shao, Yan Cheng, Qing Zeng-Treitler:
Detecting Secular Trends in Clinical Treatment through Temporal Analysis. J. Medical Syst. 43(3): 74:1-74:7 (2019) - [j1]YiJun Shao, Qing T. Zeng, Kathryn K. Chen, Andrew Shutes-David, Stephen M. Thielke, Debby W. Tsuang:
Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records. BMC Medical Informatics Decis. Mak. 19(1): 128:1-128:11 (2019) - [c11]Qing T. Zeng, YiJun Shao, Cecilia Dao, Orna Intrator, Joseph L. Goulet:
Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks. AMIA 2019 - [c10]Terri Elizabeth Workman, Qing Zeng-Treitler, YiJun Shao, Joel Kupersmith, Friedhelm Sandbrink, Joseph L. Goulet, Nawar M. Shaar, Christopher Spevak, Cynthia Brandt, Marc R. Blackman:
Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. IEEE BigData 2019: 4883-4888 - [c9]Terri Elizabeth Workman, Guy Divita, YiJun Shao, Qing Zeng-Treitler:
A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MedInfo 2019: 452-456 - 2018
- [c8]YiJun Shao, Stephanie Taylor, Nell J. Marshall, Craig A. Morioka, Qing Zeng-Treitler:
Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. IEEE BigData 2018: 2874-2878 - 2017
- [c7]Kristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir:
Physician Conception of Patient Frailty in Cardiac Care Decisions. AMIA 2017 - [c6]Yan Cheng, YiJun Shao, Charlene R. Weir, Rashmee U. Shah, Bruce E. Bray, Jennifer H. Garvin, Qing Zeng-Treitler:
Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. MedInfo 2017: 327-331 - 2016
- [c5]YiJun Shao, April F. Mohanty, Ali Ahmed, Charlene R. Weir, Bruce E. Bray, Rashmee U. Shah, Douglas Redd, Qing Zeng-Treitler:
Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. AMIA 2016 - [i1]Xiaojie Shi, YiJun Shao:
Research on the Multiple Feature Fusion Image Retrieval Algorithm based on Texture Feature and Rough Set Theory. CoRR abs/1612.02493 (2016) - 2015
- [c4]Kristina Doing-Harris, Charlene R. Weir, Sean Igo, Jianlin Shi, YiJun Shao, John F. Hurdle:
POETenceph - Automatic identification of clinical notes indicating encephalopathy using a realist ontology. AMIA 2015 - [c3]Katherine Doyon, Qing T. Zeng, Rebecca Morris, Catherine Arnott-Smith, YiJun Shao:
Using social media data to analyze patient satisfaction of health care facilities. AMIA 2015 - [c2]YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada:
Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. ICHI 2015: 335-340 - [c1]Douglas Redd, YiJun Shao, Jing Yang, Guy Divita, Qing Zeng-Treitler:
Automated Learning of Temporal Expressions. MedInfo 2015: 639-642
Coauthor Index
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