Wiebke Sondermann
University of Duisburg-Essen(DE)
Publications by Year
Research Areas
Cutaneous Melanoma Detection and Management, Psoriasis: Treatment and Pathogenesis, AI in cancer detection, Dermatology and Skin Diseases, Pain Management and Placebo Effect
Most-Cited Works
- → Superior skin cancer classification by the combination of human and artificial intelligence(2019)349 cited
- → A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task(2019)295 cited
- → Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images(2019)275 cited
- → Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts(2021)238 cited
- → Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks(2019)211 cited
- → Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective(2020)183 cited
- → Explainable artificial intelligence in skin cancer recognition: A systematic review(2022)152 cited
- → Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma(2024)126 cited
- → Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification(2021)105 cited
- → Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study(2020)86 cited