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      Prediction, Estimation, and Attribution

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      Journal of the American Statistical Association
      Informa UK Limited

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          Computer Age Statistical Inference

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            Is Open Access

            Deep neural networks are superior to dermatologists in melanoma image classification

            Melanoma is the most dangerous type of skin cancer but is curable if detected early. Recent publications demonstrated that artificial intelligence is capable in classifying images of benign nevi and melanoma with dermatologist-level precision. However, a statistically significant improvement compared with dermatologist classification has not been reported to date.
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              Tweedie’s Formula and Selection Bias

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                Author and article information

                Journal
                Journal of the American Statistical Association
                Journal of the American Statistical Association
                Informa UK Limited
                0162-1459
                1537-274X
                April 02 2020
                June 04 2020
                April 02 2020
                : 115
                : 530
                : 636-655
                Affiliations
                [1 ] Department of Statistics, Stanford University, Stanford, CA
                Article
                10.1080/01621459.2020.1762613
                0d77067a-8c6b-4a5b-b878-efb20aa512a9
                © 2020
                History

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