Stanford Seminar - Deep Learning for Medical Diagnoses

Pranav Rajpurkar Stanford University April 17, 2019 The use of algorithms in clinical care demands a very high performance level for accurate detection and classification of disease. Deep learning (DL) offers a powerful toolkit necessary to handle the complex variations present in medical data, which traditional statistical or machine learning approaches have historically been unable to capture. In this talk, I will describe the challenges and approaches for the development of high-performance DL algorit