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Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists.
Haenssle HA, Fink C, Schneiderbauer R, Toberer F, Buhl T, Blum A, Kalloo A, Hassen ABH, Thomas L, Enk A, Uhlmann L; Reader study level-I and level-II Groups; Alt C, Arenbergerova M, Bakos R, Baltzer A, Bertlich I, Blum A, Bokor-Billmann T, Bowling J, Braghiroli N, Braun R, Buder-Bakhaya K, Buhl T, Cabo H, Cabrijan L, Cevic N, Classen A, Deltgen D, Fink C, Georgieva I, Hakim-Meibodi LE, Hanner S, Hartmann F, Hartmann J, Haus G, Hoxha E, Karls R, Koga H, Kreusch J, Lallas A, Majenka P, Marghoob A, Massone C, Mekokishvili L, Mestel D, Meyer V, Neuberger A, Nielsen K, Oliviero M, Pampena R, Paoli J, Pawlik E, Rao B, Rendon A, Russo T, Sadek A, Samhaber K, Schneiderbauer R, Schweizer A, Toberer F, Trennheuser L, Vlahova L, Wald A, Winkler J, Wölbing P, Zalaudek I. Haenssle HA, et al. Among authors: hartmann f, hartmann j. Ann Oncol. 2018 Aug 1;29(8):1836-1842. doi: 10.1093/annonc/mdy166. Ann Oncol. 2018. PMID: 29846502 Free article.
Angiogenesis in Ocular and Extraocular Sebaceous Carcinoma.
Toberer F, Haenssle HA, Rütten A, Kazakov D, Kastnerova L, Enk A, Hartschuh W, Bertlich I, Hartmann J, Laimer M, Weyers W, Helmbold P, Kutzner H. Toberer F, et al. Among authors: hartmann j. Acta Derm Venereol. 2019 Dec 1;99(13):1270-1274. doi: 10.2340/00015555-3342. Acta Derm Venereol. 2019. PMID: 31612234 Free article.
Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions.
Haenssle HA, Fink C, Toberer F, Winkler J, Stolz W, Deinlein T, Hofmann-Wellenhof R, Lallas A, Emmert S, Buhl T, Zutt M, Blum A, Abassi MS, Thomas L, Tromme I, Tschandl P, Enk A, Rosenberger A; Reader Study Level I and Level II Groups. Haenssle HA, et al. Ann Oncol. 2020 Jan;31(1):137-143. doi: 10.1016/j.annonc.2019.10.013. Ann Oncol. 2020. PMID: 31912788 Free article.
Myxoid Nodule on the Leg of an Immunosuppressed Man: A Quiz.
Mitri F, Hartmann J, Mentzel T, Enk A, Toberer F. Mitri F, et al. Among authors: hartmann j. Acta Derm Venereol. 2020 Feb 25;100(4):adv00062. doi: 10.2340/00015555-3411. Acta Derm Venereol. 2020. PMID: 31996928 Free PMC article. No abstract available.
Skin lesions of face and scalp - Classification by a market-approved convolutional neural network in comparison with 64 dermatologists.
Haenssle HA, Winkler JK, Fink C, Toberer F, Enk A, Stolz W, Deinlein T, Hofmann-Wellenhof R, Kittler H, Tschandl P, Rosendahl C, Lallas A, Blum A, Abassi MS, Thomas L, Tromme I, Rosenberger A; Reader study level-I and level-II Groups Christina Alt. Haenssle HA, et al. Eur J Cancer. 2021 Feb;144:192-199. doi: 10.1016/j.ejca.2020.11.034. Epub 2020 Dec 25. Eur J Cancer. 2021. PMID: 33370644
1,276 results