Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks

Roman C. Maron, Michael Weichenthal, Jochen S. Utikal, A. Hekler, Carola Berking, Axel Hauschild, Alexander H. Enk, Sebastian Haferkamp, Joachim Klode, Dirk Schadendorf, Philipp Jansen, Tim Holland-Letz, Bastian Schilling, Christof von Kalle, Stefan Fröhling, Maria R. Gaiser, Daniela Hartmann, Anja Gesierich, Katharina C. Kähler, Ulrike WehkampAnte Karoglan, Claudia Bär, Titus J. Brinker, Laurenz Schmitt, Wiebke K. Peitsch, Friederike Hoffmann, Jürgen C. Becker, Christina Drusio, G. Lodde, Stefanie Sammet, Wiebke Sondermann, S. Ugurel, Jeannine Zader, Alexander Enk, Martin Salzmann, S. Schäfer, Knut Schäkel, J. Winkler, Priscilla Wölbing, Hiba Asper, Ann Sophie Bohne, Victoria Brown, Bianca Burba, Sophia Deffaa, Cecilia Dietrich, Matthias Dietrich, Katharina Antonia Drerup, Friederike Egberts, Anna Sophie Erkens, S. Greven, V. Harde, Marion Jost, M. Kaeding, Katharina Kosova, Stephan Lischner, M. Maagk, Anna Laetitia Messinger, M. Metzner, Rogina Motamedi, Ann Christine Rosenthal, Ulrich Seidl, Jana Stemmermann, Kaspar Torz, Juliana Giraldo Velez, Jennifer Haiduk, Mareike Alter, Paul Bergenthal, Anne Gerlach, Christian Holtorf, Sophie Kindermann, L. Kraas, Moritz Felcht, Claus Detlev Klemke, Hjalmar Kurzen, Thomas Leibing, Verena Müller, Raphael R. Reinhard, Jochen Utikal, Franziska Winter, Laurie Eicher, Markus Heppt, Katharina Kilian, Sebastian Krammer, D. Lill, Anne Charlotte Niesert, Eva Oppel, Elke Sattler, S. Senner, Jens Wallmichrath, Hans Wolff, Tina Giner, Valerie Glutsch, Andreas Kerstan, Dagmar Presser, Philipp Schrüfer, Patrick Schummer, Ina Stolze, Judith Weber, Konstantin Drexler, Marion Mickler, Camila Toledo Stauner, Alexander Thiem

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Medicine and Dentistry