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New Biotechnology|May 5, 2023
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translationKatharina Fogelberg, Sireesha Chamarthi, Roman C Maron, et al.Journal of Medical Internet Research|March 25, 2021
Reducing the Impact of Confounding Factors on Skin Cancer Classification via Image Segmentation: Technical Model StudyRoman C Maron, Achim Hekler, Eva Krieghoff-Henning, et al.Frontiers in Medicine|July 17, 2020
Artificial Intelligence in Skin Cancer Diagnostics: The Patients' PerspectiveTanja B Jutzi, Eva I Krieghoff-Henning, Tim Holland-Letz, et al.European Journal of Cancer (Oxford, England : 1990)|September 14, 2019
Superior skin cancer classification by the combination of human and artificial intelligenceAchim Hekler, Jochen S Utikal, Alexander H Enk, et al.BJU International|March 11, 2021
Deep learning approach to predict lymph node metastasis directly from primary tumour histology in prostate cancerFrederik Wessels, Max Schmitt, Eva Krieghoff-Henning, et al.Journal of Medical Internet Research|September 11, 2020
Artificial Intelligence and Its Effect on Dermatologists' Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey StudyRoman C Maron, Jochen S Utikal, Achim Hekler, et al.European Journal of Cancer (Oxford, England : 1990)|January 10, 2021
Robustness of convolutional neural networks in recognition of pigmented skin lesionsRoman C Maron, Sarah Haggenmüller, Christof von Kalle, et al.European Journal of Cancer (Oxford, England : 1990)|August 17, 2019
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networksRoman C Maron, Michael Weichenthal, Jochen S Utikal, et al.Journal of Medical Internet Research|July 13, 2021
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic ReviewJulia Höhn, Achim Hekler, Eva Krieghoff-Henning, et al.European Journal of Cancer (Oxford, England : 1990)|August 13, 2021
A benchmark for neural network robustness in skin cancer classificationRoman C Maron, Justin G Schlager, Sarah Haggenmüller, et al.Pageof 2