Sunny S. Lou

According to our database, Sunny S. Lou authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences.

Seunghwan Kim, Benjamin C. Warner, Daphne Lew, Sunny S. Lou, Thomas George Kannampallil

J. Am. Medical Informatics Assoc., 2024

2023

Measuring the cognitive effort associated with task switching in routine EHR-based tasks.

Brian Bartek, Sunny S. Lou, Thomas George Kannampallil

J. Biomed. Informatics, May, 2023

Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach.

Sunny S. Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas George Kannampallil

J. Am. Medical Informatics Assoc., February, 2023

2022

Predicting physician burnout using clinical activity logs: Model performance and lessons learned.

Sunny S. Lou, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas George Kannampallil

J. Biomed. Informatics, 2022

HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records.

Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors.

Sunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil

Proceedings of the AMIA 2022, 2022

2021

Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects.

Thomas George Kannampallil, Joanna Abraham, Sunny S. Lou, Philip R. O. Payne

J. Am. Medical Informatics Assoc., 2021

Impact of Changes in EHR Use during COVID-19 on Physician Trainee Mental Health.

Katherine J. Holzer, Sunny S. Lou, Charles W. Goss, Jaime Strickland, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil

Appl. Clin. Inform., 2021

A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs.

Sunny S. Lou, Daphne Lew, Derek Harford, Chenyang Lu, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021