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Timo Buhl

Researcher at University of Göttingen

Publications -  138
Citations -  3353

Timo Buhl is an academic researcher from University of Göttingen. The author has contributed to research in topics: Medicine & Allergic contact dermatitis. The author has an hindex of 19, co-authored 109 publications receiving 2263 citations. Previous affiliations of Timo Buhl include University of Osnabrück & University of California, San Francisco.

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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.

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.
Journal ArticleDOI

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

Holger A. Haenssle, +73 more
- 01 Jan 2020 - 
TL;DR: Under less artificial conditions and in a broader spectrum of diagnoses, the CNN and most dermatologists performed on the same level and more experienced dermatologists frequently surpassed the CNN's performance.