Noninvasive diagnosis of melanoma using machine learning and reflectance confocal microscopy Research Letter


Authors: Kentley, J.; Kurtansky, N.; Jain, M.; Cordova, M.; Weber, J.; Harris, U.; Alfonso, A.; Halpern, A. C.; Rotemberg, V.; Rajadhyaksha, M.; Kose, K.
Title: Noninvasive diagnosis of melanoma using machine learning and reflectance confocal microscopy
Keywords: skin cancer; artificial intelligence; pigmented lesions; weakly supervised learning; digital skin imaging
Journal Title: Journal of Investigative Dermatology
ISSN: 0022-202X
Publisher: Elsevier Science, Inc.  
Publication status: Online ahead of print
Date Published: 2025-05-29
Online Publication Date: 2025-05-29
Language: English
DOI: 10.1016/j.jid.2025.05.019
PUBMED: 40449657
PROVIDER: scopus
DOI/URL:
Notes: Article -- MSK Cancer Center Support Grant (P30 CA008748) acknowledged in PDF -- Source: Scopus
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MSK Authors
  1. Allan C Halpern
    398 Halpern
  2. Kivanc Kose
    83 Kose
  3. Miguel A Cordova
    89 Cordova
  4. Manu   Jain
    79 Jain
  5. Ucalene Geneisha Harris
    30 Harris
  6. Jochen Weber
    17 Weber