Sunny S. Lou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Longitudinal Study

Electronic Health Records

Healthcare Providers

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Sunny S. Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas George Kannampallil
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach. J. Am. Medical Informatics Assoc. 30 (3) (2023)
Brian Bartek, Sunny S. Lou, Thomas George Kannampallil
Measuring the cognitive effort associated with task switching in routine EHR-based tasks. J. Biomed. Informatics 141 (2023)
Sunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil
Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors. AMIA (2022)
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records. CoRR (2022)
Sunny S. Lou, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas George Kannampallil
Predicting physician burnout using clinical activity logs: Model performance and lessons learned. J. Biomed. Informatics 127 (2022)
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records. KDD (2022)
Katherine J. Holzer, Sunny S. Lou, Charles W. Goss, Jaime Strickland, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil
Impact of Changes in EHR Use during COVID-19 on Physician Trainee Mental Health. Appl. Clin. Inform. 12 (03) (2021)
Sunny S. Lou, Daphne Lew, Derek Harford, Chenyang Lu, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil
A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs. AMIA (2021)
Thomas George Kannampallil, Joanna Abraham, Sunny S. Lou, Philip R. O. Payne
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects. J. Am. Medical Informatics Assoc. 28 (5) (2021)