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Sunny S. Lou
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2020 – today
- 2023
- [j5]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): 539-544 (2023) - [j4]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: 104349 (2023) - 2022
- [j3]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: 104015 (2022) - [c3]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 - [c2]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: 3377-3387 - [i1]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 abs/2205.11680 (2022) - 2021
- [j2]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): 507-517 (2021) - [j1]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): 1032-1037 (2021) - [c1]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
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