Concepedia
Statistics
Publications
9
Citations
624
H-Index
Active since
2021
Affiliations
Technische Universität Dresden(Current)
German Cancer Research Center
Heidelberg University
University Hospital Regensburg
National Center for Tumor Diseases
Sarah Hobelsberger is an author at Technische Universität Dresden specializing in medicine, dermatology, and explainable ai.
Top concepts
MedicineDermatologyDiagnosisImmunologyEngineeringAutoimmunityInflammationImmune SystemExplainable AiImmune Function
Publications per year
2021–2025
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
Sarah Haggenmüller, Roman C. Maron, Achim Hekler et al. · European Journal of Cancer · 2021 · 233 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
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification
Julia Höhn, Eva Krieghoff‐Henning, Tanja Jutzi et al. · European Journal of Cancer · 2021 · 104 citations · Full text
A benchmark for neural network robustness in skin cancer classification
Roman C. Maron, Justin Gabriel Schlager, Sarah Haggenmüller et al. · European Journal of Cancer · 2021 · 62 citations · Full text
Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics
Sarah Haggenmüller, Max Schmitt, Eva Krieghoff‐Henning et al. · JAMA Dermatology · 2024 · 45 citations · Full text
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