Johannes C. Paetzold
Scholar

Johannes C. Paetzold

Google Scholar ID: 7Bv7PmgAAAAJ
Cornell University, Weill Cornell Medicine
Machine LearningGeometric Deep LearningGenerative ModelsBiomedical Image Analysis
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Citations & Impact
All-time
Citations
5,259
 
H-index
28
 
i10-index
44
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
11 items
A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring
2026
Cited
0
MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text
2026
Cited
0
VERITAS: Verifiable Epistemic Reasoning for Image-Derived Hypothesis Testing via Agentic Systems
2026
Cited
0
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
2025
Cited
0
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning
2025
Cited
0
BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation
2025
Cited
0
Graph Conditioned Diffusion for Controllable Histopathology Image Generation
2025
Cited
0
Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic
2025
Cited
0
Resume (English only)
Co-authors
20 total
Bjoern Menze
Bjoern Menze
Universität Zürich
Suprosanna Shit
Suprosanna Shit
University of Zurich | ETH AI Center
Ivan Ezhov
Ivan Ezhov
Technical University of Munich
Daniel Rueckert
Daniel Rueckert
Technical University of Munich and Imperial College London
Ali Ertürk
Ali Ertürk
director at Helmholtz Munich, prof at LMU (Munich University)
Co-author 6
Co-author 6
Bene Wiestler
Bene Wiestler
AI for Image-Guided Diagnosis and Therapy, TUM
Martin J. Menten
Martin J. Menten
Technical University of Munich