Sunny S. Lou

13 papers A* 1Misc 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Differences in physician electronic health record use by telemedicine intensity: evidence from 2 academic medical centers.
J. Am. Medical Informatics Assoc.
Seunghwan Kim, Robert Thombley, Elise Eiden, Sunny S. Lou, Julia Adler-Milstein, Thomas George Kannampallil, A Jay Holmgren
2025 — conf
Exploring Task Patterns in EHR Workflows Using Action Sequence Embedding and Graph-Based Analysis.
MedInfo
Seunghwan Kim, Thomas George Kannampallil, Brett D. Wick, A Jay Holmgren, Robert Thombley, Sunny S. Lou
2025 — conf
Predicting Secure Messaging Traffic in Clinical Settings.
MedInfo
Laura R. Baratta, Sunny S. Lou, Thomas George Kannampallil, Susmit Jha, Anirban Roy, Adam D. Cobb
2024 J jnl
Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences.
J. Am. Medical Informatics Assoc.
Seunghwan Kim, Benjamin C. Warner, Daphne Lew, Sunny S. Lou, Thomas George Kannampallil
2023 J jnl
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach.
J. Am. Medical Informatics Assoc.
Sunny S. Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas George Kannampallil
2023 J jnl
Measuring the cognitive effort associated with task switching in routine EHR-based tasks.
J. Biomed. Informatics
Brian Bartek, Sunny S. Lou, Thomas George Kannampallil
2022 Misc conf
Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors.
AMIA
Sunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil
2022 A* conf
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records.
KDD
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
2022 J jnl
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records.
CoRR
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
2022 J jnl
Predicting physician burnout using clinical activity logs: Model performance and lessons learned.
J. Biomed. Informatics
Sunny S. Lou, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas George Kannampallil
2021 Misc conf
A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs.
AMIA
Sunny S. Lou, Daphne Lew, Derek Harford, Chenyang Lu, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil
2021 J jnl
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects.
J. Am. Medical Informatics Assoc.
Thomas George Kannampallil, Joanna Abraham, Sunny S. Lou, Philip R. O. Payne
2021 J jnl
Impact of Changes in EHR Use during COVID-19 on Physician Trainee Mental Health.
Appl. Clin. Inform.
Katherine J. Holzer, Sunny S. Lou, Charles W. Goss, Jaime Strickland, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil