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A. Blum
Publications - 1
Citations - 906
A. Blum is an academic researcher. The author has contributed to research in topics: Medical imaging & Convolutional neural network. The author has an hindex of 1, co-authored 1 publications receiving 592 citations.
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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.
Holger A. Haenssle,Christian Fink,R. Schneiderbauer,F. Toberer,T. Buhl,A. Blum,Aadi Kalloo,A. Ben Hadj Hassen,Luc Thomas,Alexander Enk,Lorenz Uhlmann,Christina Alt,Monika Arenbergerova,Renato Marchiori Bakos,Anne Baltzer,Ines Bertlich,Andreas Blum,Therezia Bokor-Billmann,Jonathan Bowling,Naira Braghiroli,Ralph P. Braun,Kristina Buder-Bakhaya,Timo Buhl,Horacio Cabo,Leo Cabrijan,Naciye Cevic,Anna Classen,David Deltgen,Christine Fink,Ivelina Georgieva,Lara-Elena Hakim-Meibodi,Susanne Hanner,Franziska Hartmann,Julia Hartmann,Georg Haus,Elti Hoxha,Raimonds Karls,Hiroshi Koga,Jürgen Kreusch,Aimilios Lallas,Pawel Majenka,Ash Marghoob,Cesare Massone,Lali Mekokishvili,Dominik Mestel,Volker Meyer,Anna Neuberger,Kari Nielsen,Margaret Oliviero,Riccardo Pampena,John Paoli,Erika Pawlik,Barbar Rao,Adriana Rendon,Teresa Russo,Ahmed Sadek,Kinga Samhaber,Roland Schneiderbauer,Anissa Schweizer,Ferdinand Toberer,Lukas Trennheuser,Lyobomira Vlahova,Alexander Wald,Julia K. Winkler,Priscila Wölbing,Iris Zalaudek +65 more
TL;DR: For the first time, a CNN's diagnostic performance with a large international group of 58 dermatologists, including 30 experts, was compared and most dermatologists were outperformed by the CNN.