Ferber, Dyke

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

Kather, J. N., Krisam, J., Charoentong, P., Luedde, T., Herpel, E., Weis, C.-A., Gaiser, T., Marx, A., Valous, N. A., Ferber, D., et al. (2019) · PLOS Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,082

Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology

Ferber, D., El Nahhas, O. S. M., Wölflein, G., Wiest, I. C., Clusmann, J., Leßmann, M.-E., Foersch, S., Lammert, J., Tschochohei, M., Jäger, D., et al. (2025) · Nature Cancer

Artificial Intelligence in Healthcare and EducationAI in cancer detection

Cited by 175

GPT-4 for Information Retrieval and Comparison of Medical Oncology Guidelines

Ferber, D., Wiest, I. C., Wölflein, G., Ebert, M. P., Beutel, G., Eckardt, J.-N., Truhn, D., Springfeld, C., Jäger, D., & Kather, J. N. (2024) · NEJM AI

Artificial Intelligence in Healthcare and EducationClinical practice guidelines implementation

Cited by 92

Large language models and multimodal foundation models for precision oncology

Truhn, D., Eckardt, J.-N., Ferber, D., & Kather, J. N. (2024) · npj Precision Oncology

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 79

LLM Agents Making Agent Tools

Wölflein, G., Ferber, D., Truhn, D., Arandjelovic, O., & Kather, J. N. (2025) · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 16

End-To-End Clinical Trial Matching with Large Language Models

Ferber, D., Hilgers, L., Wiest, I. C., Leßmann, M.-E., Clusmann, J., Neidlinger, P., Zhu, J., Wölflein, G., Lammert, J., Tschochohei, M., et al. (2024) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 12

LLM Agents Making Agent Tools

Wölflein, G., Ferber, D., Truhn, D., Arandjelović, O., & Kather, J. N. (2025) · arXiv

Software Engineering ResearchScientific Computing and Data Management

Cited by 3