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Digital imaging biomarkers feed machine learning for melanoma screening.
Gareau DS, Correa da Rosa J, Yagerman S, Carucci JA, Gulati N, Hueto F, DeFazio JL, Suárez-Fariñas M, Marghoob A, Krueger JG. Gareau DS, et al. Exp Dermatol. 2017 Jul;26(7):615-618. doi: 10.1111/exd.13250. Epub 2016 Dec 19. Exp Dermatol. 2017. PMID: 27783441 Free PMC article.
Deep learning-level melanoma detection by interpretable machine learning and imaging biomarker cues.
Gareau DS, Browning J, Correa Da Rosa J, Suarez-Farinas M, Lish S, Zong AM, Firester B, Vrattos C, Renert-Yuval Y, Gamboa M, Vallone MG, Barragán-Estudillo ZF, Tamez-Peña AL, Montoya J, Jesús-Silva MA, Carrera C, Malvehy J, Puig S, Marghoob A, Carucci JA, Krueger JG. Gareau DS, et al. J Biomed Opt. 2020 Nov;25(11):112906. doi: 10.1117/1.JBO.25.11.112906. J Biomed Opt. 2020. PMID: 33247560 Free PMC article.
Contemporary management of actinic keratosis.
Navarrete-Dechent C, Marghoob AA, Marchetti MA. Navarrete-Dechent C, et al. Among authors: marghoob aa. J Dermatolog Treat. 2021 Aug;32(5):572-574. doi: 10.1080/09546634.2019.1682504. Epub 2019 Oct 30. J Dermatolog Treat. 2021. PMID: 31621454
408 results