Frank Friedrich Gellrich

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

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

Achim Hekler, Jakob Nikolas Kather, Eva Krieghoff‐Henning et al. · Frontiers in Medicine · 2020 · 58 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20