Christoph Wies

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

Large language model use in clinical oncology

Nicolas Carl, Franziska Schramm, Sarah Haggenmüller et al. · npj Precision Oncology · 2024 · 49 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

Multimodal integration of image, epigenetic and clinical data to predict BRAF mutation status in melanoma

Lucas Schneider, Christoph Wies, Eva Krieghoff‐Henning et al. · European Journal of Cancer · 2023 · 20 citations · Full text

Prospective multicenter study using artificial intelligence to improve dermoscopic melanoma diagnosis in patient care

Lukas Heinlein, Roman C. Maron, Achim Hekler et al. · Communications Medicine · 2024 · 19 citations · Full text