Remove 2014 Remove Data Silos Remove Deep Learning
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AI Drug Discovery: How It’s Changing the Game

Becoming Human

Overhyped or not, investments in AI drug discovery jumped from $450 million in 2014 to a whopping $58 billion in 2021. Since the advent of deep learning in the 2000s, AI applications in healthcare have expanded. Data When it comes to AI, it always comes down to input data. AI drug discovery is exploding.

AI 139
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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

AWS Machine Learning Blog

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository.

AWS 86
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Meet the winners of Phase 1 of the PREPARE Challenge

DrivenData Labs

With several years of experience harnessing deep learning for drug discovery and high-definition image analysis, Paola has channeled her expertise into tackling one of medicine’s greatest challenges: Alzheimer’s disease. Dr. Reid also teaches Data Science at the University of California at Berkeley. She earned her Ph.D.