Jonas Ammeling
- Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation
2025/06/26 by Sudeep Banerjee, Banerjee, Sweta, Viktoria Weiss +21 · 1 voice · 7 citations
Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Automation Bias in AI-Assisted Medical Decision-Making under Time Pressure in Computational Pathology
2024/11/01 by Emely Rosbach, Rosbach, Emely, Jonathan Ganz +7 · 2 citations
Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Benchmarking Foundation Models for Mitotic Figure Classification
2025/08/06 by Jonas Ammeling, Ammeling, Jonas, Jonathan Ganz +11 · 1 voice · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
2023/11/13 by Marc Aubreville, Aubreville, Marc, Zhaoya Pan +17 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Esophageal Cancer Research and Treatment #FOS: Computer and information sciences #Head and Neck Cancer Studies #Lung Cancer Diagnosis and Treatment
- Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis
2024/04/11 by Marc Aubreville, Aubreville, Marc, Jonathan Ganz +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures
2026/07/30 by Sweta Banerjee, Alireza Teimoury, Nils Porsche +11
Computer Science · #cs.CV #cs.AI