Mattias P. Heinrich
Scholar

Mattias P. Heinrich

Google Scholar ID: _403fNcAAAAJ
University of Luebeck
Medical Image AnalysisDeep Machine Learning
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Citations & Impact
All-time
Citations
18,164
 
H-index
41
 
i10-index
85
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
11 items
CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration
2026
Cited
0
Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO Pretraining
2026
Cited
0
Depth to Anatomy: Learning Internal Organ Locations from Surface Depth Images
2026
Cited
0
Fracture Morphology Classification: Local Multiclass Modeling for Multilabel Complexity
2025
Cited
0
Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
2025
Cited
0
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge
2025
Cited
0
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
2025
Cited
0
Beyond the LUMIR challenge: The pathway to foundational registration models
2025
Cited
0
Resume (English only)
Co-authors
11 total
Co-author 1
Co-author 1
Lasse Hansen
Lasse Hansen
echoscout.ai
Julia A Schnabel
Julia A Schnabel
Technical University of Munich, Helmholtz Munich and King's College London
Bernhard Kainz
Bernhard Kainz
FAU Erlangen-Nürnberg, Imperial College London
Daniel Rueckert
Daniel Rueckert
Technical University of Munich and Imperial College London
Heinz Handels
Heinz Handels
Professor of Medical Informatics, Director DFKI, University of Lübeck
Co-author 7
Co-author 7
Laurent Risser
Laurent Risser
CNRS - Toulouse Mathematics Institute - ANITI