Microsoft is teaming up with the company Paige to create the world's largest image-based artificial intelligence model for detecting various forms of cancer.
Thomas Fuchs, the Dean of Artificial Intelligence and Human Health at Mount Sinai in NYC, said AI will be needed to retain the standard of care in the U.S.
That scale is essential for patients. While already established models include up to 100,000 slides, Fuchs said a model that can accurately assist pathologists and oncologists needs digitized histology slides in the millions. The next development phase will incorporate up to 4 million digitized microscopy slides from a petabyte-scale clinical data archive. With Microsoft's massive established supercomputer infrastructure, Paige will be able to train the model to deploy across laboratories and hospitals using Azure. A doctor looks at clinical data on the computer using Paige AI.
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