Concepedia
Statistics
Publications
22
Citations
2K
H-Index
17
Active since
2019
Affiliations
University Hospital Regensburg(Current)
Heidelberg University
University Hospital Heidelberg
German Cancer Research Center
National Center for Tumor Diseases
Konstantin Drexler is an author at University Hospital Regensburg specializing in medicine, radiation oncology, and cell biology.
Top concepts
MedicineOncologyCell BiologyRadiation OncologyImmunologyImmunotherapyCancer TherapyCancer ResearchCancer MetabolismTumor Microenvironment
Publications per year
2019–2025
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task
Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 544 citations
Superior skin cancer classification by the combination of human and artificial intelligence
Achim Hekler, Jochen Utikal, Alexander Enk et al. · European Journal of Cancer · 2019 · 349 citations · Full text
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task
Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 293 citations · Full text
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks
Roman C. Maron, Michael Weichenthal, Jochen Utikal et al. · European Journal of Cancer · 2019 · 211 citations · Full text
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
Tirtha Chanda, Katja Hauser, Sarah Hobelsberger et al. · Nature Communications · 2024 · 120 citations · Full text
Artificial Intelligence, Dermoscopic Image, Trustworthy Artificial Intelligence +11
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