Speaker "Jonathan Rubin" Details Back
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Name
Jonathan Rubin
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Company
Philips Research North America
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Designation
Artificial Intelligence Researcher
Topic
Deep Learning in Healthcare
Abstract
This talk will provide an overview of deep learning models we have developed for a range of medical applications. We present examples of algorithms that automatically processes and analyze: 1. Electronic health records to predict life threatening events in the intensive care unit, 2. Physiological waveforms, such as the electrocardiogram, to detect abnormalities in heart rhythms, and 3. 3D medical images for semantic segmentation of brain lesions. We explore a range of deep learning models that have been successful in other domains and show how they can be adapted to medical applications.
Who is this presentation for?
AI Researchers, healthcare professionals, healthcare industry
Prerequisite knowledge:
ML/DL
What you'll learn?
Deep learning approaches applied to healthcare data and applications