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M

Matthias Keicher

munich center for machine learning

10H-index
48Paper Count
281Citation Count
Published Papers 6
Publication Date
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Specialized foundation models for intelligent operating rooms
errnpj Digital Medicine
IF15.1
err2026-04-15
err0
errOAAI
errEge Özsoy; Chantal Pellegrini; David Bani-Harouni; Kun Yuan; Matthias Keicher; Nassir Navab
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Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans
errEuropean Radiology
IF4.7
err2026-02-24
err0
errOAAI
errEvamaria O. Riedel; David Schinz; Matthias Keicher; Sebastian Rühling; Malek El Husseini; Chantal Pellegrini; Thomas Baum; Michael Dieckmeyer; Luca Malagutti; Isabel Seeger; Anna S. Walburga; Benedikt Wiestler; Nico Sollmann; Maximilian T. Löffler; Arthur Wagner; Jan S. Kirschke
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From large language models to multimodal AI: a scoping review on the potential of generative AI in medicine
errBiomedical Engineering Letters
IF2.8
err2025-08-22
err0
errOAAI
errLukas Buess; Matthias Keicher; Nassir Navab; Andreas Maier; Soroosh Tayebi Arasteh
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Benchmarking the diagnostic performance of open source LLMs in 1933 Eurorad case reports
errNPJ DIGITAL MEDICINE
IF15.1
err2025-02-12
err0
errOAAI
errKim, Su Hwan; Schramm, Severin; Adams, Lisa C.; Braren, Rickmer; Bressem, Keno K.; Keicher, Matthias; Platzek, Paul-Soeren; Paprottka, Karolin Johanna; Zimmer, Claus; Hedderich, Dennis M.; Wiestler, Benedikt
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Multimodal graph attention network for COVID-19 outcome prediction
errSCIENTIFIC REPORTS
IF3.9
err2023-11-09
err4
errOAAI
errKeicher, Matthias; Burwinkel, Hendrik; Bani-Harouni, David; Paschali, Magdalini; Czempiel, Tobias; Burian, Egon; Makowski, Marcus R.; Braren, Rickmer; Navab, Nassir; Wendler, Thomas
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ToxNet: an artificial intelligence designed for decision support for toxin prediction
errCLINICAL TOXICOLOGY
IF3.3
err2022-11-14
err1
errOAAI
errZellner, Tobias; Romanek, Katrin; Rabe, Christian; Schmoll, Sabrina; Geith, Stefanie; Heier, Eva-Carina; Stich, Raphael; Burwinkel, Hendrik; Keicher, Matthias; Bani-Harouni, David; Navab, Nassir; Ahmadi, Seyed-Ahmad; Eyer, Florian
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Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nassir Navab
H-index: 100 · Papers: 2.0K
C
Claus Zimmer
H-index: 75 · Papers: 761
A
Andreas Maier
H-index: 53 · Papers: 1.7K
M
Marcus R. Makowski
H-index: 49 · Papers: 770
N
Nico Sollmann
H-index: 42 · Papers: 361
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