Hong Yu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 22

Top Topics

Posttraumatic Stress Disorder

Top Venues

JMIR medical informatics

Journal of medical Internet research

JMIR public health and surveillance

Substance abuse

This page only lists publications with an associated author ORCID identifier.

Publications

Zhichao Yang, Avijit Mitra, Weisong Liu, Dan Berlowitz, Hong Yu
TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records. Nature communications 14 (1) (2023)
Bhanu Pratap Singh Rawat, Joel Reisman, Terri K Pogoda, Weisong Liu, Subendhu Rongali, Robert H Aseltine, Kun Chen, Jack Tsai, Dan R Berlowitz, Hong Yu, Kathleen F Carlson
Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017. JMIR public health and surveillance 9 (2023)
Corey J Hayes, Michael A Cucciare, Bradley C Martin, Teresa J Hudson, Keith Bush, Wei-Hsuan Lo-Ciganic, Hong Yu, Elizabeth Charron, Adam J Gordon
Using data science to improve outcomes for persons with opioid use disorder. Substance abuse 43 (1) (2022)
John P Lalor, Wen Hu, Matthew Tran, Hao Wu, Kathleen M Mazor, Hong Yu
Evaluating the Effectiveness of NoteAid in a Community Hospital Setting: Randomized Trial of Electronic Health Record Note Comprehension Interventions With Patients. Journal of medical Internet research 23 (5) (2021)
Avijit Mitra, Hiba Ahsan, Wenjun Li, Weisong Liu, Robert D Kerns, Jack Tsai, William C Becker, David A Smelson, Hong Yu
Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study. JMIR medical informatics 9 (11) (2021)
Avijit Mitra, Bhanu Pratap Singh Rawat, David D McManus, Hong Yu
Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study. JMIR medical informatics 9 (7) (2021)
Baotian Hu, Adarsha S Bajracharya, Hong Yu
Generating Medical Assessments Using a Neural Network Model: Algorithm Development and Validation. JMIR medical informatics 8 (1) (2020)
Subendhu Rongali, Adam J Rose, David D McManus, Adarsha S Bajracharya, Alok Kapoor, Edgard Granillo, Hong Yu
Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation. Journal of medical Internet research 22 (3) (2020)
Jiaping Zheng, Hong Yu
QuikLitE, a Framework for Quick Literacy Evaluation in Medicine: Development and Validation. Journal of medical Internet research 21 (2) (2019)
John P Lalor, Beverly Woolf, Hong Yu
Improving Electronic Health Record Note Comprehension With NoteAid: Randomized Trial of Electronic Health Record Note Comprehension Interventions With Crowdsourced Workers. Journal of medical Internet research 21 (1) (2019)
Jinying Chen, John P Lalor, Weisong Liu, Emily Druhl, Edgard Granillo, Varsha G Vimalananda, Hong Yu
Detecting Hypoglycemia Incidents Reported in Patients' Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance. Journal of medical Internet research 21 (3) (2019)
Rumeng Li, Baotian Hu, Feifan Liu, Weisong Liu, Francesca Cunningham, David D McManus, Hong Yu
Detection of Bleeding Events in Electronic Health Record Notes Using Convolutional Neural Network Models Enhanced With Recurrent Neural Network Autoencoders: Deep Learning Approach. JMIR medical informatics 7 (1) (2019)
Yonghao Jin, Fei Li, Varsha G Vimalananda, Hong Yu
Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study. JMIR medical informatics 7 (4) (2019)
Fei Li, Yonghao Jin, Weisong Liu, Bhanu Pratap Singh Rawat, Pengshan Cai, Hong Yu
Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study. JMIR medical informatics 7 (3) (2019)
Fei Li, Weisong Liu, Hong Yu
Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning. JMIR medical informatics 6 (4) (2018)
Jiaping Zheng, Hong Yu
Assessing the Readability of Medical Documents: A Ranking Approach. JMIR medical informatics 6 (1) (2018)
John P Lalor, Hao Wu, Li Chen, Kathleen M Mazor, Hong Yu
ComprehENotes, an Instrument to Assess Patient Reading Comprehension of Electronic Health Record Notes: Development and Validation. Journal of medical Internet research 20 (4) (2018)
Jinying Chen, Emily Druhl, Balaji Polepalli Ramesh, Thomas K Houston, Cynthia A Brandt, Donna M Zulman, Varsha G Vimalananda, Samir Malkani, Hong Yu
A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews. Journal of medical Internet research 20 (1) (2018)
Tsendsuren Munkhdalai, Feifan Liu, Hong Yu
Clinical Relation Extraction Toward Drug Safety Surveillance Using Electronic Health Record Narratives: Classical Learning Versus Deep Learning. JMIR public health and surveillance 4 (2) (2018)
Jiaping Zheng, Hong Yu
Readability Formulas and User Perceptions of Electronic Health Records Difficulty: A Corpus Study. Journal of medical Internet research 19 (3) (2017)
Jinying Chen, Abhyuday N Jagannatha, Samah Jamal Fodeh, Hong Yu
Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach. JMIR medical informatics 5 (4) (2017)
Jinying Chen, Jiaping Zheng, Hong Yu
Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations. JMIR medical informatics 4 (4) (2016)