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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.
The erythema Q-score, an imaging biomarker for redness in skin inflammation.
Frew J, Penzi L, Suarez-Farinas M, Garcet S, Brunner PM, Czarnowicki T, Kim J, Bottomley C, Finney R, Cueto I, Fuentes-Duculan J, Ohmatsu H, Lentini T, Yanofsky V, Krueger JG, Guttman-Yassky E, Gareau D. Frew J, et al. Exp Dermatol. 2021 Mar;30(3):377-383. doi: 10.1111/exd.14224. Epub 2020 Nov 30. Exp Dermatol. 2021. PMID: 33113259 Free PMC article.