Michael Sainlaire

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 15

Top Topics

Machine Learning Methods

Neurological Disorders

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

Publications

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)
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)
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, 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)
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)
Mica R. Curtin-Bowen, Troy Li, Avery Pullman, Alexandra C. Businger, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, Jay R. Lieberman, Aileen Davis, Bonnie Blanchfield, David W. Bates, Patricia C. Dykes
Testing of a Risk-Standardized Complication Rate Electronic Clinical Quality Measure (eCQM) for Total Hip and/or Total Knee Arthroplasty. AMIA (2021)
Troy Li, Mica R. Curtin-Bowen, Avery Pullman, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, Alexandra C. Businger, Aileen Davis, Jay R. Lieberman, Bonnie Blanchfield, David W. Bates, Patricia C. Dykes
Testing of a Risk-Standardized Major Bleeding and Venous Thromboembolism Electronic Clinical Quality Measure for Elective Total Hip and/or Knee Arthroplasties. AMIA (2021)
Avery Pullman, Mica R. Curtin-Bowen, Ania Syrowatka, Alexandra C. Businger, Michael Sainlaire, Stuart R. Lipsitz, Tien Thai, Troy Li, David W. Bates, Patricia C. Dykes
Multi-Site Testing of a Prolonged Opioid Prescribing Electronic Clinical Quality Measure Following Elective Primary Total Hip and/or Total Knee Arthroplasties. AMIA (2021)
Patricia C. Dykes, Mica R. Curtin-Bowen, Troy Li, Avery Pullman, Alexandra C. Businger, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, David W. Bates
Development of four electronic clinical quality measures (eCQMs) for use in the Merit-based Incentive Payment System (MIPS) following elective primary total hip and knee arthroplasty. AMIA (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)
Avery Pullman, Ania Syrowatka, Alexandra C. Businger, Michael Sainlaire, Stuart R. Lipsitz, Tien Thai, Woongki Kim, David W. Bates, Patricia C. Dykes
Development and Alpha Testing of Specifications for a Prolonged Opioid Prescribing Electronic Clinical Quality Measure (eCQM). 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)
Patricia C. Dykes, Woong K. Kim, Taylor Christiansen, Alexandra C. Businger, Stuart R. Lipsitz, Avery Pullman, Ania Syrowatka, Michael Sainlaire, Tien Thai, David W. Bates
Development and Alpha Testing of Specifications for an Orthopedic Surgery Complications Electronic Clinical Quality Measure (eCQM). AMIA (2020)