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December 12, 2017JAMA3,393 citationsOpen Access

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

BBBabak Ehteshami BejnordiMVMitko VetaPDPaul Johannes van Diest

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Abstract

In the setting of a challenge competition, some deep learning algorithms achieved better diagnostic performance than a panel of 11 pathologists participating in a simulation exercise designed to mimic routine pathology workflow; algorithm performance was comparable with an expert pathologist interpreting whole-slide images without time constraints. Whether this approach has clinical utility will require evaluation in a clinical setting.

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Cite This Study

Bejnordi et al. (2017) studied this question.

synapsesocial.com/papers/69d81b8361e2ce1627d18d11https://doi.org/10.1001/jama.2017.14585
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