Grand Rounds - AI School for Pathology

In this talk, I discuss a project that utilizes both traditional and modern (deep) learning methods for identifying patients at risk for loco-regional recurrence for oral cavity cancers. I cast the problem of classifier training as one of pedagogy as well as engineering, and present the concept of an “AI School for Pathology”, where human teachers try to efficiently improve the performance of their neural network students.