Kather, Jakob Nikolas
- In-context learning enables multimodal large language models to classify cancer pathology images
2024/03/12 by Dyke Ferber, Georg Wölflein, Ferber, Dyke +19 · 24 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- Benchmarking foundation models as feature extractors for weakly-supervised computational pathology
2024/08/28 by Peter Neidlinger, Neidlinger, Peter, Omar S. M. El Nahhas +29 · 18 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cell Image Analysis Techniques
- LongHealth: A Question Answering Benchmark with Long Clinical Documents
2024/01/25 by Lisa C. Adams, Adams, Lisa, Felix Busch +17 · 11 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
2022/11/07 by Firas Khader, Gustav Mueller-Franzes, Khader, Firas +27 · 8 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- LLM Agents Making Agent Tools
2025/02/17 by Georg Wölflein, Dyke Ferber, Wölflein, Georg +7 · 1 voice · 16 citations
Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation #Scheduling and Optimization Algorithms #cs.AI #cs.CL #cs.LG #cs.MA
- RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering
2024/07/22 by Soroosh Tayebi Arasteh, Mahshad Lotfinia, Arasteh, Soroosh Tayebi +17 · 1 voice · 8 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2
2024/11/24 by Gustav Müller‐Franzes, Müller-Franzes, Gustav, Firas Khader +11 · 10 citations
Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning
2024/11/20 by Tim Lenz, Lenz, Tim, Peter Neidlinger +9 · 9 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Medical Imaging and Analysis
- Regression-based Deep-Learning predicts molecular biomarkers from pathology slides
2023/04/11 by Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Nahhas, Omar S. M. El +31 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
- Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data
2024/02/01 by Salman Ul Hassan Dar, Marvin Seyfarth, Dar, Salman Ul Hassan +18 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology
2024/04/06 by Dyke Ferber, Omar S. M. El Nahhas, Ferber, Dyke +25 · 3 citations
Medicine · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Tissues and Organs (q-bio.TO)
- End-To-End Clinical Trial Matching with Large Language Models
2024/07/18 by Dyke Ferber, Ferber, Dyke, Lars Hilgers +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
- 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)
- Large Language Models-Enabled Digital Twins for Precision Medicine in Rare Gynecological Tumors
2024/08/31 by Lammert, Jacqueline, Pfarr, Nicole, Kuligin, Leonid +16 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM)
- Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology
2024/03/06 by Omar S. M. El Nahhas, Georg Wölflein, Nahhas, Omar S. M. El +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gene expression and cancer classification #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering