What’s Holding Back Machine Learning in Healthcare

What is holding back the large scale implementation of machine learning systems in healthcare and precision medicine? In this article Dr. Amit Ray, explains the key obstacles and challenges of  implementing large-scale machine learning systems in healthcare.   Dr. Ray argued that lack of deeper integration, incomplete understanding of the underlying molecular processes of disease it is intended to treat may limit the progress of implementing large-scale machine learning based reliable systems in

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Artificial intelligence for Assisting Navigation of Blind People

AI for blind people has huge scope. Dr. Amit Ray explains how grid cell, place cell, path integration with artificial intelligence can be used for navigation system for blind people. Assisting blind people with deep learning & reinforcement learning is discussed. This project will help the blind people.

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