Healthcare Technology

Mass General, Brigham and Women's to apply deep learning to medical records and images

Healthcare IT News: Artificial intelligence is beginning to reshape healthcare and life sciences. And one application of AI, deep learning, is coming into its own.

Deep learning is a type of machine learning based on data representations rather than task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised.

Much of the excitement around AI today is fundamental because of three ingredients: the development of algorithms that make artificial neural networks, the increasing supply of digital data that now can be created, and, critically, the "GPU" chip architecture – it stands for graphics processing unit – pioneered by vendor NVIDIA, said Mark Michalski, MD, executive director of the Massachusetts General Hospital and Brigham and Women's Hospital Center for Clinical Data Science.

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