Papers with Code [in progress]

Performance expectations

• Krumm, AE, Marcotte KM, George BC. Model-based operative performance expectations: A pathway for quantifying competency. JAMA Surg. Published online March 08, 2023. doi:10.1001/jamasurg.2023.0014. 

• Chen JX, George BC, Gray ST, Krumm AE. Predicting resident competence for otolaryngology key indicator procedures. The Laryngoscope. Published online March 29, 2023. doi.org/10.1002/lary.30680. 

Predictive modeling

• Krumm AE. Net benefit: A framework for assessing the utility of predictive models. Poster presentation at the Annual Meeting of the American Education Research Association. San Diego, CA, 2022. 

Covid-19 Response

• In response to the Covid-19 pandemic, my colleagues and I launched covidstaffing.org to help hospitals collect data from providers and trainees and assign them to care teams based on hospitals' projected surges in Covid-19 patients. (GitHub)