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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.
Ann Oncol. 2018 Aug 1;29(8):1836-1842. doi: 10.1093/annonc/mdy166.
Ann Oncol. 2018.
PMID: 29846502
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.
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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
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The phosphodiesterase 4 inhibitor apremilast inhibits Th1 but promotes Th17 responses induced by 6-sulfo LacNAc (slan) dendritic cells.
Oehrl S, Prakash H, Ebling A, Trenkler N, Wölbing P, Kunze A, Döbel T, Schmitz M, Enk A, Schäkel K.
Oehrl S, et al. Among authors: wolbing p.
J Dermatol Sci. 2017 Aug;87(2):110-115. doi: 10.1016/j.jdermsci.2017.04.005. Epub 2017 Apr 20.
J Dermatol Sci. 2017.
PMID: 28499587
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[Bronchial asthma and allergic rhinitis-The skin sample reveals a severe systemic disease].
Wölbing P, Dugas-Breit S, Hartschuh W, Toberer F.
Wölbing P, et al.
Dermatologie (Heidelb). 2024 Mar 19. doi: 10.1007/s00105-024-05323-w. Online ahead of print.
Dermatologie (Heidelb). 2024.
PMID: 38502363
German.
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Superior skin cancer classification by the combination of human and artificial intelligence.
Hekler A, Utikal JS, Enk AH, Hauschild A, Weichenthal M, Maron RC, Berking C, Haferkamp S, Klode J, Schadendorf D, Schilling B, Holland-Letz T, Izar B, von Kalle C, Fröhling S, Brinker TJ; Collaborators.
Hekler A, et al.
Eur J Cancer. 2019 Oct;120:114-121. doi: 10.1016/j.ejca.2019.07.019. Epub 2019 Sep 10.
Eur J Cancer. 2019.
PMID: 31518967
Free article.
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Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
Maron RC, Weichenthal M, Utikal JS, Hekler A, Berking C, Hauschild A, Enk AH, Haferkamp S, Klode J, Schadendorf D, Jansen P, Holland-Letz T, Schilling B, von Kalle C, Fröhling S, Gaiser MR, Hartmann D, Gesierich A, Kähler KC, Wehkamp U, Karoglan A, Bär C, Brinker TJ; Collabrators.
Maron RC, et al.
Eur J Cancer. 2019 Sep;119:57-65. doi: 10.1016/j.ejca.2019.06.013. Epub 2019 Aug 14.
Eur J Cancer. 2019.
PMID: 31419752
Free article.
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