Wenyu Song

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

College Students

Temporal Knowledge

Machine Learning Methods

Top Venues

Int. J. Emerg. Technol. Learn.

Int. J. Medical Informatics

Publications

Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder. CoRR (2024)
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, Ping Zhang
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification. CoRR (2024)
Luwei Liu, Wenyu Song, Namrata Patil, Michael Sainlaire, Ravi Jasuja, Patricia C. Dykes
Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods. Int. J. Medical Informatics 179 (2023)
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder. ICDM (2023)
Yen Po (Harvey) Chin, Wenyu Song, Md. Mohaimenul Islam, David W. Bates, Li Zhou, Yu-Chuan (Jack) Li
Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals. Comput. Methods Programs Biomed. 218 (2022)
Wenyu Song, Shuze Shi, Yu Dong, Gaoyun An
Heterogeneous spatio-temporal relation learning network for facial action unit detection. Pattern Recognit. Lett. 164 (2022)
Wenyu Song, Chenhong Zhang, Mingli Gao
Analysis Method for Teacher-Student Interaction in Online English Courses. Int. J. Emerg. Technol. Learn. 17 (9) (2022)
Wenyu Song, Shuze Shi, Yuxuan Wu, Gaoyun An
Dual-attention guided network for facial action unit detection. IET Image Process. 16 (8) (2022)
Juan Antonio Lossio-Ventura, Wenyu Song, Michael Sainlaire, Patricia C. Dykes, Tina Hernandez-Boussard
Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records. Int. J. Medical Informatics 162 (2022)
Ania Syrowatka, Lipika Samal, John Laurentiev, Luwei Liu, Azza Omer, Wenyu Song, Michael Sainlaire, Frank Yu Chang, Tien Thai, Li Zhou, David Bates, Patricia C. Dykes
Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care. AMIA (2022)
Chenhong Zhang, Mingli Gao, Wenyu Song, Chong Liu
Formative Evaluation of College Students' Online English Learning Based on Learning Behavior Analysis. Int. J. Emerg. Technol. Learn. 17 (10) (2022)
Mingli Gao, Wenyu Song, Chenhong Zhang, Qianqian Zhou, Peng Su
Situational Teaching Based Evaluation of College Students' English Reading, Listening, and Speaking Ability. Int. J. Emerg. Technol. Learn. 17 (8) (2022)
Wenyu Song, Luwei Liu, Hannah Rice, Michael Sainlaire, Lillian Min, Linying Zhang, Tien Thai, Min-Jeoung Kang, Mica Curtin-Bowen, Stuart R. Lipsitz, Lipika Samal, Nancy Latham, Patricia C. Dykes
Using EHR Data and Machine Learning Methods to Predict Fall Injury. AMIA (2022)
Wenyu Song, Hailiang Huang, Kenneth Mukamal, Adam Wright, David Bates
Genome-wide Association Study of Codeine Prescriptions: An EHR-driven Genomic Study. AMIA (2022)
Wenyu Song, Linying Zhang, Luwei Liu, Michael Sainlaire, Mehran Karvar, Min-Jeoung Kang, Avery Pullman, Stuart R. Lipsitz, Anthony F. Massaro, Namrata Patil, Ravi Jasuja, Patricia C. Dykes
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods. J. Am. Medical Informatics Assoc. 29 (10) (2022)
John Laurentiev, Avery Pullman, Wenyu Song, Ania Syrowatka, Michael Sainlaire, Frank Yu Chang, Luwei Liu, Li Zhou, Patricia C. Dykes
Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes. AMIA (2022)
Youri Xu, Haihong E, Meina Song, Wenyu Song, Xiaodong Lv, Haotian Wang, Jinrui Yang
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion. NAACL-HLT (2021)
Ania Syrowatka, Troy Li, Mica Curtin-Bowen, Avery Pullman, Stuart R. Lipsitz, Michael Sainlaire, Wenyu Song, Tien Thai, Alexandra C. Businger, Kevin J. Bozic, William A. Jiranek, Jay R. Lieberman, David W. Bates, Patricia C. Dykes
Testing a Novel Inpatient Respiratory Depression Electronic Clinical Quality Measure (eCQM) for Orthopedic Practice in Two Large U.S. Health Systems. MedInfo (2021)
Xueyuan Lin, Haihong E, Wenyu Song, Haoran Luo
EchoEA: Echo Information between Entities and Relations for Entity Alignment. CoRR (2021)
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Wonkyung Jung, Jiyoun Song, David W. Bates, Patricia C. Dykes
Predicting pressure injury using nursing assessment phenotypes and machine learning methods. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Wenyu Song, Shuze Shi, Gaoyun An
Facial Action Unit Detection Based on Transformer and Attention Mechanism. ICIG (2) (2021)
Wenyu Song, Linying Zhang, Michael Sainlaire, Mehran Karvar, Min-Jeoung Kang, Avery Pullman, Anthony F. Massaro, Namrata Patil, Ravi Jasuja, Patricia C. Dykes
Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods. AMIA (2021)
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Jose P. Garcia, David W. Bates, Patricia C. Dykes
Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods. AMIA (2020)
Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. AMIA (2020)
Ania Syrowatka, Avery Pullman, Woongki Kim, Stuart R. Lipsitz, Michael Sainlaire, Wenyu Song, Tien Thai, David W. Bates, Patricia C. Dykes
Re-tooling an Existing Clinical Quality Measure for Chronic Opioid Use to an Electronic Clinical Quality Measure (eCQM) for Post-Operative Opioid Prescribing: Development and Testing of Draft Specifications. AMIA (2020)
Hui Liu, Wenyu Song, Tianqi Jin, Zhiyong Wu, Fusheng Yan, Jie Song
A Dynamic Thermal-Allocation Solution to the Complex Economic Benefit for a Data Center. Complex. 2020 (2020)
Suzanne V. Blackley, Erin MacPhaul, Bianca Martin, Wenyu Song, Joji Suzuki, Li Zhou
Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. AMIA (2020)
Wenyu Song, Linying Zhang, Emily Gill, Jeremiah Zhe Liu, Adam Wright
Personalized treatment for type 2 diabetes using weighted k-nearest neighbors. AMIA (2019)