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ORCIDYiJun Shao
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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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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