Ferber, Dyke

1. In-context learning enables multimodal large language models to classify cancer pathology images
   2024/03/12 by Ferber, Dyke, Wölflein, Georg, Wiest, Isabella C. +8 · 12 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. LLM Agents Making Agent Tools
   2025/02/17 by Georg Wölflein, Dyke Ferber, Wölflein, Georg +7 · 11 citations
   Computer Science · Engineering · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Scheduling and Optimization Algorithms #Business Process Modeling and Analysis
3. RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering
   2024/07/22 by Soroosh Tayebi Arasteh, Arasteh, Soroosh Tayebi, Mahshad Lotfinia +17 · 1 voice · 6 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology
   2024/04/06 by Ferber, Dyke, Nahhas, Omar S. M. El, Wölflein, Georg +11 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Tissues and Organs (q-bio.TO)
5. End-To-End Clinical Trial Matching with Large Language Models
   2024/07/18 by Dyke Ferber, Lars Hilgers, Ferber, Dyke +29 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Statistical Methods in Clinical Trials
6. Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
   2023/11/20 by Wölflein, Georg, Ferber, Dyke, Meneghetti, Asier R. +6 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Prompt Injection Attacks on Large Language Models in Oncology
   2024/07/23 by Jan Clusmann, Clusmann, Jan, Dyke Ferber +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling