Scholar
Johannes C. Paetzold
Google Scholar ID: 7Bv7PmgAAAAJ
Cornell University, Weill Cornell Medicine
Machine Learning
Geometric Deep Learning
Generative Models
Biomedical Image Analysis
Follow
Google Scholar
↗
Citations & Impact
All-time
Citations
5,259
H-index
28
i10-index
44
Publications
20
Co-authors
20
list available
Publications
17 items
Optimization Encoders: Rethinking Second-Order Meta-Learning for Neural Fields
2026
Cited
0
Sparse cubical complexes for efficient topology-preservation in image data
2026
Cited
0
GeoPose: Patient-agnostic CTA-to-DSA registration through projection-space calibration
2026
Cited
0
Unifying Active Learning and Semi-Supervised Learning for Medical Image Segmentation
2026
Cited
0
Beyond scalar losses: calibrating segmentation models via gradient vector field surgery
2026
Cited
0
MAdam: Metric-Aware Multi-Objective Adam
2026
Cited
0
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
Load more
Co-authors
15 total
Bjoern Menze
Universität Zürich
Suprosanna Shit
University of Zurich | ETH AI Center
Ivan Ezhov
Technical University of Munich
Daniel Rueckert
Technical University of Munich and Imperial College London
Ali Ertürk
director at Helmholtz Munich, prof at LMU (Munich University)
Bene Wiestler
AI for Image-Guided Diagnosis and Therapy, TUM
Martin J. Menten
Technical University of Munich
Anjany Sekuboyina
CEO (Bonescreen) & Affiliated Researcher (UZH)
