Concepedia

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, Christine Fink, Ferdinand Toberer, Julia K. Winkler, W. Stolz, Teresa Deinlein, Rainer Hofmann‐Wellenhof, Aimilios Lallas, Steffen Emmert, Timo Buhl,

Annals of Oncology · 2020 · 232 citations · 16 references

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16

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text

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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, Christine Fink, Roland Schneiderbauer et al. · Annals of Oncology · 2018 · 1.6K citations · Full text

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Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · arXiv (Cornell University) · 2015 · 565 citations · Full text

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Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

Philipp Tschandl, Noel Codella, Bengü Nisa Akay et al. · The Lancet Oncology · 2019 · 539 citations · Full text

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Real-time Raman Spectroscopy for <i>In Vivo</i> Skin Cancer Diagnosis

Harvey Lui, Jianhua Zhao, David I. McLean et al. · Cancer Research · 2012 · 420 citations · Full text

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