Sunil Kumar Vuppala Principal Scientist at Philips Research at Cypher 2018
629 views · Published 3 October 2018 · 39:53 · Indexed 28 September 2026
Channel: AIM Network · 2018 · Science & Technology
Explainable deep learning with applications in Healthcare at Cypher 2018 www.analyticsindiasummit.com We started relying on the decisions made by deep learning models, however why it works and how it works are still big questions for most of us. We shall try to open that black box of deep learning which is essential to build trust for wide spread adoption. The speaker shall address the importance of feature visualization and localization in deep learning models esp. convolutional neural networks. He shares the results of applying methods such as activation map, deconvolution and Grad-CAM in healthcare.
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