Publications

For a full list of publications, please see my google scholar page.

Sunny Lou, Yaoming Liu, Mark Cohen, Clifford Ko, Bruce Hall, Thomas Kannampalli (2024). National Multi-Institutional Validation of a Surgical Transfusion Risk Prediction Model. JACS.

Laura Baratta, Derek Harford, Christine Sinsky, Thomas Kannampallil, Sunny Lou (2023). Characterizing the Patterns of Electronic Health Record-Integrated Secure Messaging Use - Cross-Sectional Study. JMIR.

Sunny Lou, Laura Baratta, Daphne Lew, Derek Harford, Michael Avidan, Thomas Kannampallil (2023). Anesthesia Clinical Workload Estimated From Electronic Health Record Documentation vs Billed Relative Value Units. JAMA Netw Open.

Sunny Lou, Megan Dewey, Mara Bollini, Derek Harford, Cindy Ingold, Troy Wildes, Tracey Stevens, Jackie Martin, Brenda Grossman, Ivan Kangrga (2023). Reducing perioperative red blood cell unit issue orders, returns, and waste using failure modes and effects analysis. Transfusion.

Sunny Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas Kannampallil (2023). Characterizing the macrostructure of electronic health record work using raw audit logs - an unsupervised action embeddings approach. JAMIA.

Sunny Lou, Hanyang Liu, Chenyang Lu, Troy Wildes, Bruce Hall, Thomas Kannampallil (2022). Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders. Anesthesiology.

Sunny Lou, Daphne Lew, Derek Harford, Chenyang Lu, Bradley Evanoff, Jennifer Duncan, Thomas Kannampallil (2022). Temporal Associations Between EHR-Derived Workload, Burnout, and Errors; a Prospective Cohort Study. JGIM.

Sunny Lou, Seunghwan Kim, Derek Harford, Benjamin Warner, Philip Payne, Joanna Abraham, Thomas Kannampallil (2022). Effect of clinician attention switching on workload and wrong-patient errors. BJA.

Sunny Lou, Hanyang Liu, Benjamin Warner, Derek Harford, Chenyang Lu, Thomas Kannampallil (2022). Predicting physician burnout using clinical activity logs - Model performance and lessons learned. JBI.

Sunny Lou, Michael Bethel, Andrea Reidy, Mohammad Helwani (2021). Tracheobronchial Trauma from Double Lumen Tube Placement in Patients Undergoing Lung Transplantation. JCVA.

Sunny Lou, Charles Goss, Bradley Evanoff, Jennifer Duncan, Thomas Kannampallil (2021). Risk factors associated with physician trainee concern over missed educational opportunities during the COVID-19 pandemic. BMC Med Ed.

Sunny Lou, Andrew Kennard, Elena Koslover, Edgar Gutierrez, Alex Groisman, Julie Theriot (2021). Elastic wrinkling of keratocyte lamellipodia driven by myosin-induced contractile stress. Biophys J.

Thomas Kannampallil, Joanna Abraham, Sunny Lou, Phillip Payne (2020). Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects. JAMIA.

Mark Arcario, Sunny Lou, Phillip Taylor, Stephen Gregory (2020). Sinus of Valsalva Aneurysms - A Review with Perioperative Considerations. JCVA.

Sunny Lou, Alba Diz-Munoz, Orion Weiner, Daniel Fletcher, Julie Theriot (2015). Myosin light chain kinase regulates cell polarization independently of membrane tension or Rho kinase. JCB.