home department
- Clinical Research and Leadership Academic Department
- Contact Info
Yijun Shao Faculty Member
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Affiliation
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Publications
selected publications
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abstract
- Enhancing Clinical Data Analysis by Explaining Interaction Effects between Covariates in Deep Neural Network Models 2021
- Experiments on Weakly-Supervised Learning on Imperfect Data 2019
- Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcome 2019
- FRAILTY AND CARDIOVASCULAR SURGERY, DEEP NEURAL NETWORK VERSUS SUPPORT VECTOR MACHINE TO PREDICT DEATH 2018
- Use of Complementary and Integrated Health by Patients with Chronic Musculoskeletal Pain 2017
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academic article
- Topic Modeling Based on ICD Codes for Clinical Documents. Proceedings of SAI Intelligent Systems Conference; Lecture Notes in Networks and Systems book series (LNNS, volume 295). 2021
- Cardiovascular Safety of Hydroxychloroquine in Veterans with Rheumatoid Arthritis. Arthritis Rheumatology. 2021
- Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. Journal of Healthcare Informatics Research (2021). 2021
- Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. Journal of Medical Systems 45(1). 2021
- A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. 2020 IEEE International Conference on Big Data. 2020
- Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. 2020 IEEE International Conference on Big Data. 2020
- Development of a cardiac-centered frailty ontology. Journal of Biomedical Semantics. 2019
- Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. 2019 IEEE International Conference on Big Data. 2019
- An efficient prototype method to identify and correct misspellings in clinical text. BMC Research Notes. 2019
- Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records. BMC Medical Informatics and Decision Making. 2019
- A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MEDINFO 2019: Health and Wellbeing e-Networks for All. 2019
- Detecting Secular Trends in Clinical Treatment through Temporal Analysis. Journal of Medical Systems. 2019
- Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. 2018 IEEE International Conference on Big Data. 2018
- Use of Complementary and Integrated Health: A Retrospective Analysis of U.S. Veterans with Chronic Musculoskeletal Pain Nationally. Journal of Alternative and Complementary Medicine. 2018
- Extracting Frailty Status for Post Surgical Mortality Prediction. 2018 International Conference on e-Health. 2018
- Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. 2017 MedInfo. 2018
- A compactification of the space of parametrized rational curves in Grassmannians. Asian Journal of Mathematics. 2016
- Identification and use of frailty indicators from text to examine associations with clinical outcomes among patients with heart failure 2016
- Identifying axial spondyloarthritis in electronic medical records of United States Veterans. Arthritis Care Research. 2016
- Crowdsourcing a patient-centered research agenda for pediatric atopic dermatitis. International Journal of Dermatology. 2016
- The effect of simulated narratives that leverage EMR data on shared decision-making: a pilot study. BMC Research Notes. 2016
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conference paper
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conference poster
- Outcome Prediction for Patients Bipolar Disorder using Prodromal and Onset Data 2019
- Comparison of Structured and Free-text Based Features for Rehospitalization Prediction Among Patients with Severe Mental Illness 2018
- Phenotype Fingerprinting of Bipolar Disorder Prodrome 2018
- Predictors of Re-hospitalization in Patients with Serious Mental Illnesses 2016
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Service
reviewer of
- AMIA 2020 Annual Symposium (Journal)
- Arthritis Care Research (Journal)
- Arthritis Care Research (Journal)
- Circulation: Cardiovascular Quality and Outcomes (Journal)
- ESC Heart Failure (Journal)
- ESC Heart Failure (Journal)
- Hawaii International Conference on System Sciences (Journal)
- International Journal of Brain Disorders and Treatment (Journal)
- International Journal of Electrical and Computer Engineering (IJECE) (Journal)
- International Journal of Medical Sciences (Journal)
- International Journal of Medical Sciences (Journal)
- International Journal of Medical Sciences (Journal)
- Journal of Biomedical Informatics (Journal)
- Journal of Biomedical Informatics (Journal)
- PLOS ONE (Journal)
- PLOS ONE (Journal)
- PLOS ONE (Journal)
- VA/HSR&D (Journal)
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Background
awards and honors
- Outstanding Paper Award, conferred by 2018 International Conference on e-Health, 2018
- Distinguished Paper Award, conferred by American Medical Informatics Association Annual Symposium, 2016
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Contact
full name
- Yijun Shao
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