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GTC ON-DEMAND

AI in Healthcare
Presentation
Media
AI Models to Clinical Practice: Open AI Marketplace for Diagnostic Imaging
Abstract:

Learn about the importance of clinical domain expertise in AI algorithm/model development and incorporation into clinical workflow, specifically in medical imaging, from a radiologist. With growing media attention, there is much fear, hype, and hope when it comes to using DL in radiology. We will present through examples why it is essential to incorporate clinical domain expertise when developing DL models. We will demonstrate various ways AI can augment the radiologists both in image interpretation as well as beyond within the overall workflow. In the second portion of this talk, we will present the gap between developing a great AI model in isolation and having it become part of daily medical practice. From integration and hospital connectivity to algorithm serving at scale to meet growing demand, we will show how an AI Marketplace can create the ecosystem that allows AI to flourish.

 
Topics:
AI in Healthcare, Medical Imaging & Radiology
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8871
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