Concepedia
Statistics
Publications
9
Citations
629
H-Index
Active since
1986
Affiliations
National Center for Tumor Diseases(Current)
Universitätsklinikum Würzburg
University Hospital Regensburg
Charité - Universitätsmedizin Berlin
German Cancer Research Center
Gabriela Poch is an author at National Center for Tumor Diseases specializing in medicine, engineering, and dermatology.
Top concepts
MedicineDermatologyEngineeringDiagnosisBiometricsVerificationExplainable AiFormal MethodsComputer ScienceDermatopathology
Publications per year
1986–2025
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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