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GTC ON-DEMAND

AI in Healthcare
Presentation
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Scalable Development and Deployment of Machine Learning Algorithms in a Clinical Setting
Abstract:
The development and deployment of machine learning models is fraught with complexity. These challenges are exacerbated in a clinical setting where data volume is low, instances can be large, annotation requires domain expertise, and deployment often involves integration into black-box systems. In this talk, we will discuss how these challenges affect the process of applying machine learning to medical imaging and highlight solutions which enable the integration of ML into a radiology reading room.
 
Topics:
AI in Healthcare, Artificial Intelligence and Deep Learning
Type:
Talk
Event:
GTC Washington D.C.
Year:
2018
Session ID:
DC8157
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