Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

Author:

Haenssle H.A.ORCID,Fink C.,Schneiderbauer R.,Toberer F.,Buhl T.,Blum A.,Kalloo A.,Hassen A. Ben Hadj,Thomas L.,Enk A.,Uhlmann L.,Alt Christina,Arenbergerova Monika,Bakos Renato,Baltzer Anne,Bertlich Ines,Blum Andreas,Bokor-Billmann Therezia,Bowling Jonathan,Braghiroli Naira,Braun Ralph,Buder-Bakhaya Kristina,Buhl Timo,Cabo Horacio,Cabrijan Leo,Cevic Naciye,Classen Anna,Deltgen David,Fink Christine,Georgieva Ivelina,Hakim-Meibodi Lara-Elena,Hanner Susanne,Hartmann Franziska,Hartmann Julia,Haus Georg,Hoxha Elti,Karls Raimonds,Koga Hiroshi,Kreusch Jürgen,Lallas Aimilios,Majenka Pawel,Marghoob Ash,Massone Cesare,Mekokishvili Lali,Mestel Dominik,Meyer Volker,Neuberger Anna,Nielsen Kari,Oliviero Margaret,Pampena Riccardo,Paoli John,Pawlik Erika,Rao Barbar,Rendon Adriana,Russo Teresa,Sadek Ahmed,Samhaber Kinga,Schneiderbauer Roland,Schweizer Anissa,Toberer Ferdinand,Trennheuser Lukas,Vlahova Lyobomira,Wald Alexander,Winkler Julia,Wölbing Priscila,Zalaudek Iris

Publisher

Elsevier BV

Subject

Oncology,Hematology

Reference21 articles.

1. Melanoma screening: focusing the public health journey;Koh;Arch Dermatol,2007

2. Emerging trends in the epidemiology of melanoma;Nikolaou;Br J Dermatol,2014

3. Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-analysis of studies performed in a clinical setting;Vestergaard;Br J Dermatol,2008

4. Is dermoscopy (epiluminescence microscopy) useful for the diagnosis of melanoma? Results of a meta-analysis using techniques adapted to the evaluation of diagnostic tests;Bafounta;Arch Dermatol,2001

5. Meta-analysis of digital dermoscopy follow-up of melanocytic skin lesions: a study on behalf of the International Dermoscopy Society;Salerni;J Eur Acad Dermatol Venereol,2013

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