Grand Rounds: Matthew Shew, MD MSCI

Zoom (Contact [email protected] for access.)

Speaker:
Matthew Shew, MD MSCI
Assistant Professor | Otology & Neurotology
Department of Otolaryngology - Head & Neck Surgery
Washington University School of Medicine

Title:
Who Benefits, and How Much: Building Deployable AI Prediction Models in Cochlear Implantation

Learning objectives:

1. Evaluate the limitations of current cochlear implant candidacy criteria for individualized outcome prediction.
2. Distinguish machine learning approaches from conventional regression-based prediction, including where each offers advantage and disadvantages.
3. Describe emerging applications of AI-based decision support in otolaryngology, including their current limitations and requirements for safe deployment.