Invited to give a talk for the 2021 University of Michigan Center for Healthcare Engineering and Patient Safety (CHEPS) fall seminar series. Discussed engineering machine learning for medicine. Gave an overview of the whole healthcare AI/ML lifecycle and discussed it is chockablock with cool industrial & health systems engineering problems.
Erkin Ötleş
My name is Erkin Ötleş & I’m a physician-engineer (in perpetual training). This is my sporadically updated blog focused on engineering & medicine.
You May Also Enjoy
UW Emergency Medicine Trauma Case Conference, ED Thoracotomy, Pediatric Hematuria, and Evaluating Predictive AI
2 minute read
Two trauma cases, plus a pragmatic approach to evaluating predictive AI models at the bedside.
AI Infrastructure: Technical Integration Testing
2 minute read
How do we ensure what we built actually works in production?
AI Infrastructure Example: C. difficile Infection Risk
2 minute read
Discussion of the technical integration for an in-hospital infection risk stratification model.
Healthcare AI Infrastructure - To be deprecated
25 minute read
Infrastructure is king.