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Journal Articles
- 2023
[j3]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: 105210 (2023)- 2022
- [j2]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: 104739 (2022) - [j1]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): 1661-1667 (2022)
Conference and Workshop Papers
- 2022
- [c12]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 - [c11]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 - [c10]Ania Syrowatka, Lipika Samal, John Laurentiev, Luwei Liu, Azza Omer, Wenyu Song, Michael Sainlaire, Frank Yu Chang, Tien Thai, Li Zhou, David W. 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 - 2021
- [c9]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 - [c8]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 - [c7]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 - [c6]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 - [c5]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 - [c4]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: 395-399 - 2020
- [c3]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 - [c2]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 - [c1]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
Coauthor Index
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