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Deep Learning for Medical Image Interpretation, Pranav Rajpurkar, M.S.

October 15, 2019 - 12:00pm to 1:00pm
Li Ka Shing, LK120
Speaker(s): 
Pranav Rajpurkar, M.S.

This event is for the Stanford community.

Abstract:

The use of algorithms in clinical care demands a very high level of precision 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 algorithms and curation of datasets for problems in medical image diagnoses. I will also discuss the use of these algorithms as diagnostic support tools for clinicians, and challenges for the potential translation of these algorithms from the lab setting to clinical practice.

Contact Email: 
aimicenter@stanford.edu