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Using Artificial Intelligence to Diagnose Melanoma

A deep learning system has learned to accurately identify skin cancers in photographs.

Publish Date: Topic: Body + BrainBody & BrainBrand: NOVA WondersNOVA Wonders
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Dr. Roberto Novoa of Stanford Medical School used a database of nearly 130,000 images from the internet to train a deep learning algorithm to identify skin cancers as accurately as his fellow dermatologists.

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National corporate funding for NOVA Wonders is provided by Draper. Major funding for NOVA Wonders is provided by the National Science Foundation, the Gordon and Betty Moore Foundation, the Alfred P. Sloan Foundation and public television viewers, with additional funding for “Are We Alone?” and “What’s the Universe Made Of?” provided by the John Templeton Foundation.

This material is based upon work supported by the National Science Foundation under Grant No. DRL-1420749. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.