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Malte Tölle
University Hospital Heidelberg
· DE
Area of research
Radiology, Nuclear Medicine and Imaging · Artificial Intelligence
Research interest
Research interests include Artificial intelligence, Computer science, Radiomics, Medical imaging, Workflow, and Magnetic resonance imaging.
h-index
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citations
50
works
3
NIH funding
—
primary concept
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email
✉ Find email ↗
Recent publications
Real world federated learning with a knowledge distilled transformer for cardiac CT imaging
npj Digital Medicine
2025
cited by
17
position: first
doi
Multi-modal dataset creation for federated learning with DICOM-structured reports
International Journal of Computer Assisted Radiology and Surgery
2025
cited by
6
position: first
doi
Perfect Match: Radiomics and Artificial Intelligence in Cardiac Imaging
Circulation Cardiovascular Imaging
2024
cited by
27
position: middle
doi
Grants
No grants ingested yet.
Frequent collaborators
Clemens Scherer
· LMU Klinikum
3
papers (2024–2025)
Anja Hennemuth
· Universität Hamburg
3
papers (2024–2025)
Sandy Engelhardt
· Heidelberg University
3
papers (2024–2025)
Norbert Frey
· Heidelberg Institute for Theoretical Studies
2
papers (2025–2025)
Stefan Simm
· Coburg University of Applied Sciences
2
papers (2025–2025)
Andreas Leha
· University of Michigan–Ann Arbor
2
papers (2025–2025)
Gerhard‐Paul Diller
· University Hospital Münster
2
papers (2025–2025)
Peter Bannas
· Indiana University
2
papers (2025–2025)
Tim Seidler
· Sequoia (United States)
2
papers (2025–2025)
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2
papers (2025–2025)
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2
papers (2025–2025)
Lars Kaderali
· Institute of Bioinformatics and Systems Biology
2
papers (2025–2025)
Nina Krüger
· Humboldt-Universität zu Berlin
2
papers (2025–2025)
Tim Friede
· Deutsches Herzzentrum der Charité
2
papers (2025–2025)
Halvar Kelm
· University Hospital Heidelberg
2
papers (2025–2025)
Moritz Seiffert
· Universität Hamburg
2
papers (2025–2025)
Eike Nagel
· Goethe University Frankfurt
2
papers (2025–2025)
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2
papers (2025–2025)
Simon S. Martin
· Goethe University Frankfurt
2
papers (2025–2025)
Florian André
· DKFZ-ZMBH Alliance
2
papers (2025–2025)