Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

• Interpretable Machine Learning for Feature-Based Classification of Platelet Activation in Rotary Blood Pumps

  2026 Cardiovascular Engineering and Technology article Engineering Mechanical Circulatory Support Devices Open access

  1

  citations
• Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study

  2023 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access

  0

  citations
• Künstliche Intelligenz in der Urologie – Chancen und Möglichkeiten

  2023 Die Urologie article Medicine Artificial Intelligence in Healthcare and Education Open access

  6

  citations
• Accounting for diversity in AI for medicine

  2022 Computer law & security review article Social Sciences Ethics and Social Impacts of AI Open access

  50

  citations
• Responsibility, second opinions and peer-disagreement: ethical and epistemological challenges of using AI in clinical diagnostic contexts

  2021 Journal of Medical Ethics article Medicine Artificial Intelligence in Healthcare and Education Open access

  88

  citations
• Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

  2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access

  269

  citations
• A benchmark for neural network robustness in skin cancer classification

  2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  65

  citations
• Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  108

  citations
• Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

  2021 Journal of Medical Internet Research article Medicine Artificial Intelligence in Healthcare and Education Open access

  137

  citations
• Künstliche Intelligenz in der Kardiologie

  2021 Herzschrittmachertherapie + Elektrophysiologie article Medicine Artificial Intelligence in Healthcare and Education

  8

  citations
• Deep learning in cancer pathology: a new generation of clinical biomarkers

  2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

  697

  citations
• Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study

  2020 Journal of Medical Internet Research article Medicine Cutaneous Melanoma Detection and Management Open access

  91

  citations
• Effects of Label Noise on Deep Learning-Based Skin Cancer Classification

  2020 Frontiers in Medicine article Medicine Cutaneous Melanoma Detection and Management Open access

  62

  citations

13 results