Derek Harford

According to our database, Derek Harford authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

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

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