Sarah Haggenmüller

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 · 247 citations · Full text

Medicine, Dermatology, Oncology +17

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 · 105 citations · Full text

Computing, Dermatology, Pathology +17

Large language model use in clinical oncology

Nicolas Carl, Franziska Schramm, Sarah Haggenmüller et al. · npj Precision Oncology · 2024 · 69 citations · Full text

Public Health, Oncology, Medical Oncology +8

Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

Titus J. Brinker, Lennard Kiehl, Max Schmitt et al. · European Journal of Cancer · 2021 · 66 citations · Full text

Medicine, Oncology, Pathology +17

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 · 63 citations · Full text

Computing, Computer Science, Oncology +14