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# MGH & BWH Center for Clincal Data Sciences (CCDS) Journal Club Papers
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## 2017-04-01 - Inaugural Meeting
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*Development and Validation of a Deep Learning Algorithm
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for Detection of Diabetic Retinopathy
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in Retinal Fundus Photographs*
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Varun Gulshan, PhD; Lily Peng,MD, PhD; Marc Coram, PhD; Martin C. Stumpe, PhD; DerekWu, BS; Arunachalam Narayanaswamy, PhD;
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Subhashini Venugopalan, MS; Kasumi Widner, MS; TomMadams, MEng; Jorge Cuadros, OD, PhD; Ramasamy Kim, OD, DNB;
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Rajiv Raman, MS, DNB; Philip C. Nelson, BS; Jessica L. Mega, MD, MPH; Dale R.Webster, PhD
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JAMA December 13, 2016 Volume 316, Number 22
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[Paper] (https://gitlab.partners.org/swd0/CCDSJournalClubPapers/raw/master/JAMA%202016%20Gulshan.pdf)
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[Supplement] (https://gitlab.partners.org/swd0/CCDSJournalClubPapers/raw/master/JAMA%202016%20Gulshan%20-%20Supplement.pdf)
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------
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