Personalized treatment for type 2 diabetes using weighted k-nearest neighbors. - Wenyu Song; Linying Zhang; Emily Gill; Jeremiah Zhe Liu; Adam Wright (AMIA, 2019)

Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. - Suzanne V. Blackley; Erin MacPhaul; Bianca Martin; Wenyu Song; Joji Suzuki; Li Zhou 007 (AMIA, 2020)

Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. - Tina Hernandez-Boussard; Juan Antonio Lossio-Ventura; Ania Syrowatka; Wenyu Song; Patricia C. Dykes (AMIA, 2020)

Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods. - Wenyu Song; Min-Jeoung Kang; Linying Zhang; Jose P. Garcia; David W. Bates; Patricia C. Dykes (AMIA, 2020)

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. - Ania Syrowatka; Avery Pullman; Woongki Kim; Stuart R. Lipsitz; Michael Sainlaire; Wenyu Song; Tien Thai; David W. Bates; Patricia C. Dykes (AMIA, 2020)

A Dynamic Thermal-Allocation Solution to the Complex Economic Benefit for a Data Center. - Hui Liu 012; Wenyu Song; Tianqi Jin; Zhiyong Wu; Fusheng Yan; Jie Song 001 (Complex., 2020)

Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods. - Wenyu Song; Linying Zhang; Michael Sainlaire; Mehran Karvar; Min-Jeoung Kang; Avery Pullman; Anthony F. Massaro; Namrata Patil; Ravi Jasuja; Patricia C. Dykes (AMIA, 2021)

Facial Action Unit Detection Based on Transformer and Attention Mechanism. - Wenyu Song; Shuze Shi; Gaoyun An (ICIG (2), 2021)

Testing a Novel Inpatient Respiratory Depression Electronic Clinical Quality Measure (eCQM) for Orthopedic Practice in Two Large U.S. Health Systems. - 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; et al. (MedInfo, 2021)

RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion. - Youri Xu; Haihong E; Meina Song; Wenyu Song; Xiaodong Lv; Haotian Wang 004; Jinrui Yang (NAACL-HLT, 2021)

EchoEA: Echo Information between Entities and Relations for Entity Alignment. - Xueyuan Lin; Haihong E; Wenyu Song; Haoran Luo 001 (CoRR, 2021)

Predicting pressure injury using nursing assessment phenotypes and machine learning methods. - Wenyu Song; Min-Jeoung Kang; Linying Zhang; Wonkyung Jung; Jiyoun Song; David W. Bates; Patricia C. Dykes (J. Am. Medical Informatics Assoc., 2021)

Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes. - John Laurentiev; Avery Pullman; Wenyu Song; Ania Syrowatka; Michael Sainlaire; Frank Yu Chang; Luwei Liu; Li Zhou 007; Patricia C. Dykes (AMIA, 2022)

Genome-wide Association Study of Codeine Prescriptions: An EHR-driven Genomic Study. - Wenyu Song; Hailiang Huang; Kenneth Mukamal; Adam Wright; David W. Bates (AMIA, 2022)

Using EHR Data and Machine Learning Methods to Predict Fall Injury. - 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; et al. (AMIA, 2022)

Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care. - Ania Syrowatka; Lipika Samal; John Laurentiev; Luwei Liu; Azza Omer; Wenyu Song; Michael Sainlaire; Frank Yu Chang; Tien Thai; Li Zhou 007; David W. Bates; Patricia C. Dykes (AMIA, 2022)

Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals. - Yen Po (Harvey) Chin; Wenyu Song; Md. Mohaimenul Islam; David W. Bates; Li Zhou 007; Yu-Chuan (Jack) Li (Comput. Methods Programs Biomed., 2022)

Dual-attention guided network for facial action unit detection. - Wenyu Song; Shuze Shi; Yuxuan Wu; Gaoyun An (IET Image Process., 2022)

Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records. - Juan Antonio Lossio-Ventura; Wenyu Song; Michael Sainlaire; Patricia C. Dykes; Tina Hernandez-Boussard (Int. J. Medical Informatics, 2022)

Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods. - 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 (J. Am. Medical Informatics Assoc., 2022)

Heterogeneous spatio-temporal relation learning network for facial action unit detection. - Wenyu Song; Shuze Shi; Yu Dong; Gaoyun An (Pattern Recognit. Lett., 2022)

Situational Teaching Based Evaluation of College Students' English Reading, Listening, and Speaking Ability. - Mingli Gao; Wenyu Song; Chenhong Zhang; Qianqian Zhou; Peng Su (Int. J. Emerg. Technol. Learn., 2022)

Analysis Method for Teacher-Student Interaction in Online English Courses. - Wenyu Song; Chenhong Zhang; Mingli Gao (Int. J. Emerg. Technol. Learn., 2022)

Formative Evaluation of College Students' Online English Learning Based on Learning Behavior Analysis. - Chenhong Zhang; Mingli Gao; Wenyu Song; Chong Liu (Int. J. Emerg. Technol. Learn., 2022)

Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder. - Seungyeon Lee 002; Ruoqi Liu; Wenyu Song; Ping Zhang 016 (ICDM, 2023)

Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods. - Luwei Liu; Wenyu Song; Namrata Patil; Michael Sainlaire; Ravi Jasuja; Patricia C. Dykes (Int. J. Medical Informatics, 2023)

Facial action unit detection with emotion consistency: a cross-modal learning approach. - Wenyu Song; Dongxin Liu; Gaoyun An; Yun Duan; Laifu Wang (Multim. Syst., 2024)

SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification. - Seungyeon Lee 002; Ruoqi Liu; Wenyu Song; Lang Li 001; Ping Zhang 016 (ACM Trans. Intell. Syst. Technol., 2025)