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2017 GTC San Jose

S7364 - Using Deep Learning for Earlier Detection of Acute Infarction of the Brain

Session Speakers
Session Description

We'll discuss how deep learning algorithms could be successfully used in the medical imaging domain. We'll cover how to address challenges and avoid pitfalls: (1) inherited from medical image acquisition protocols, (2) in handling 16- vs. 8-bit images, and (3) in handling 2D vs. 3D datasets using autonomous detection of acute infarction of the brain as a use case. Examples will be given using the NVIDIA DIGITSplatform. It is assumed that registrants are already familiar with fundamentals of image processing and deep learning.


Additional Session Information
Intermediate
Talk
AI in Healthcare Summit Deep Learning and AI Healthcare and Life Sciences Medical Imaging
Healthcare & Life Sciences Higher Education / Research
25 minutes
Session Schedule