Klinikum Konstanz
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
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.
2018 · 1.527 Zit.
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
Sarah Haggenmüller, Roman C. Maron, Achim Hekler et al.
2021 · 240 Zit.
Assessment of Diagnostic Performance of Dermatologists Cooperating With a Convolutional Neural Network in a Prospective Clinical Study
Julia K. Winkler, Andreas Blum, Katharina Kommoss et al.
2023 · 82 Zit.
Collective human intelligence outperforms artificial intelligence in a skin lesion classification task
Julia K. Winkler, Katharina Sies, Christine Fink et al.
2021 · 23 Zit.
Identifying melanoma among benign simulators – Is there a role for deep learning convolutional neural networks? (MelSim Study)
Anastasia S. Vollmer, J. Winkler, Katharina Kommoss et al.
2025 · 2 Zit.
204P Comparative analysis of a multiclass convolutional neural network and 96 dermatologists in skin lesion diagnosis: Findings from an international web-based study
Katharina Kommoss, J. Winkler, Anna-Lisa Vollmer et al.
2025 · 0 Zit.
272P A multicenter study on human-machine interaction: Can CNN-support boost clinical decision-making in rare skin tumors?
Anastasia S. Vollmer, J. Winkler, Katharina Kommoss et al.
2025 · 0 Zit.