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Observational study investigating the level of support from a convolutional neural network in face and scalp lesions deemed diagnostically 'unclear' by dermatologists.
Kommoss KS, Winkler JK, Mueller-Christmann C, Bardehle F, Toberer F, Stolz W, Kraenke T, Hofmann-Wellenhof R, Blum A, Enk A, Rosenberger A, Haenssle HA. Kommoss KS, et al. Among authors: toberer f. Eur J Cancer. 2023 May;185:53-60. doi: 10.1016/j.ejca.2023.02.025. Epub 2023 Mar 5. Eur J Cancer. 2023. PMID: 36963352
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: toberer f. 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. Among authors: toberer f. Ann Oncol. 2020 Jan;31(1):137-143. doi: 10.1016/j.annonc.2019.10.013. Ann Oncol. 2020. PMID: 31912788 Free article.
[Reddish node on the scalp of a young man].
Toberer F, Jaschinski H, Enk A, Haenssle HA. Toberer F, et al. Hautarzt. 2018 Aug;69(8):703-706. doi: 10.1007/s00105-018-4169-7. Hautarzt. 2018. PMID: 29767313 German. No abstract available.
179 results