YiJun Shao - RankMe

31 papers B 1Misc 8Journal 10Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Improving Zero-Shot Multiclass Classification for Narrative Reports from National Violent Death Reporting System. MedInfo YiJun Shao, Ryan Wu, Adnan Lakdawala, Alicia M. Jones, Megan Koch, Yingxuan Liu, Lori A. Post, Maryann Mason, Qing Zeng-Treitler
2025	J	`jnl`	Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes. Mach. Learn. Knowl. Extr. Ying Yin, YiJun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson
2024	B	`conf`	Evaluating and Reducing Subgroup Disparity in AI Models Predicting Pediatric COVID-19 Test Outcomes. IEEE Big Data Alexander Libin, Jonah Treitler, Tadas Vasaitis, YiJun Shao
2023	J	`jnl`	Identifying Probable Dementia in Undiagnosed Black and White Americans Using Machine Learning in Veterans Health Administration Electronic Health Records. Big Data Cogn. Comput. 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
2022	Misc	`conf`	A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. AMIA YiJun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler
2022	J	`jnl`	Identification of colorectal cancer using structured and free text clinical data. Health Informatics J. Douglas F. Redd, YiJun Shao, Qing Zeng-Treitler, Laura J. Myers, Barry C. Barker, Stuart J. Nelson, Thomas F. Imperiale
2022	J	`jnl`	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. Kai Liu, Weiwei Sun, YiJun Shao, Weiwei Liu, Gang Yang, Xiangchao Meng, Jiangtao Peng, Dehua Mao, Kai Ren
2022	Misc	`conf`	Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing. AMIA Yan Cheng, Ali Ahmed, Edward Zamrini, YiJun Shao, Qing Zeng-Treitler
2022	—	`conf`	Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. ICHI Phillip Ma, YiJun Shao, Yan Cheng, Youxuan Ling, Qing Zeng-Treitler, Stuart J. Nelson
2021	—	`conf`	Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data. MedInfo Yan Cheng, YiJun Shao, James Rudolph, Charlene R. Weir, Beth Sahlmann, Qing Zeng-Treitler
2021	Misc	`conf`	Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models. AMIA YiJun Shao, Ali Ahmed, Edward Zamrini, Yan Cheng, Qing Zeng-Treitler
2021	J	`jnl`	Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. J. Medical Syst. YiJun Shao, Yan Cheng, Rashmee U. Shah, Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler
2021	—	`conf`	Topic Modeling Based on ICD Codes for Clinical Documents. IntelliSys (2) YiJun Shao, Rebecca S. Morris, Bruce E. Bray, Qing Zeng-Treitler
2021	J	`jnl`	Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. J. Heal. Informatics Res. YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler
2020	—	`conf`	A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. IEEE BigData Terri Elizabeth Workman, YiJun Shao, Guy Divita, Qing Zeng-Treitler
2020	—	`conf`	Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. IEEE BigData YiJun Shao, Guy Divita, Terri Elizabeth Workman, Doug Redd, Jennifer H. Garvin, Qing Zeng-Treitler
2019	—	`conf`	A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MedInfo Terri Elizabeth Workman, Guy Divita, YiJun Shao, Qing Zeng-Treitler
2019	J	`jnl`	Detecting Secular Trends in Clinical Treatment through Temporal Analysis. J. Medical Syst. Douglas Redd, YiJun Shao, Yan Cheng, Qing Zeng-Treitler
2019	J	`jnl`	Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records. BMC Medical Informatics Decis. Mak. YiJun Shao, Qing T. Zeng, Kathryn K. Chen, Andrew Shutes-David, Stephen M. Thielke, Debby W. Tsuang
2019	J	`jnl`	Development of a cardiac-centered frailty ontology. J. Biomed. Semant. Kristina Doing-Harris, Bruce E. Bray, Anne Thackeray, Rashmee U. Shah, YiJun Shao, Yan Cheng, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
2019	—	`conf`	Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. IEEE BigData 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
2019	Misc	`conf`	Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks. AMIA Qing T. Zeng, YiJun Shao, Cecilia Dao, Orna Intrator, Joseph L. Goulet
2018	—	`conf`	Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. IEEE BigData YiJun Shao, Stephanie Taylor, Nell J. Marshall, Craig A. Morioka, Qing Zeng-Treitler
2017	Misc	`conf`	Physician Conception of Patient Frailty in Cardiac Care Decisions. AMIA Kristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
2017	—	`conf`	Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. MedInfo Yan Cheng, YiJun Shao, Charlene R. Weir, Rashmee U. Shah, Bruce E. Bray, Jennifer H. Garvin, Qing Zeng-Treitler
2016	Misc	`conf`	Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. AMIA YiJun Shao, April F. Mohanty, Ali Ahmed, Charlene R. Weir, Bruce E. Bray, Rashmee U. Shah, Douglas Redd, Qing Zeng-Treitler
2016	J	`jnl`	Research on the Multiple Feature Fusion Image Retrieval Algorithm based on Texture Feature and Rough Set Theory. CoRR Xiaojie Shi, YiJun Shao
2015	—	`conf`	Automated Learning of Temporal Expressions. MedInfo Douglas Redd, YiJun Shao, Jing Yang, Guy Divita, Qing Zeng-Treitler
2015	—	`conf`	Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. ICHI YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada
2015	Misc	`conf`	POETenceph - Automatic identification of clinical notes indicating encephalopathy using a realist ontology. AMIA Kristina Doing-Harris, Charlene R. Weir, Sean Igo, Jianlin Shi, YiJun Shao, John F. Hurdle
2015	Misc	`conf`	Using social media data to analyze patient satisfaction of health care facilities. AMIA Katherine Doyon, Qing T. Zeng, Rebecca Morris, Catherine Arnott-Smith, YiJun Shao