YiJun Shao

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 17

Top Topics

Temporal Expressions

Automatic Identification

Top Venues

J. Medical Syst.

Publications

YiJun Shao, Rebecca S. Morris, Bruce E. Bray, Qing Zeng-Treitler
Topic Modeling Based on ICD Codes for Clinical Documents. IntelliSys (2) (2021)
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) (2021)
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)
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) (2021)
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)
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)
Douglas Redd, YiJun Shao, Yan Cheng, Qing Zeng-Treitler
Detecting Secular Trends in Clinical Treatment through Temporal Analysis. J. Medical Syst. 43 (3) (2019)
Terri Elizabeth Workman, Guy Divita, YiJun Shao, Qing Zeng-Treitler
A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MedInfo (2019)
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)
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)
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) (2019)
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) (2019)
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)
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)
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)
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)
Xiaojie Shi, YiJun Shao
Research on the Multiple Feature Fusion Image Retrieval Algorithm based on Texture Feature and Rough Set Theory. CoRR (2016)
Douglas Redd, YiJun Shao, Jing Yang, Guy Divita, Qing Zeng-Treitler
Automated Learning of Temporal Expressions. MedInfo (2015)
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)
YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada
Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. ICHI (2015)
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)