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2020 – today
- 2023
[j2]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)- 2022
- [j1]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
- [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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