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Daniel Rueckert

technical university of munich

132H-index
1.6KPaper Count
9.3WCitation Count
Published Papers 290
Publication Date
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Detection of previous knee injuries using lower limb-worn inertial measurement units: A cross-sectional machine-learning study
errKnee Surgery Sports Traumatology Arthroscopy
IF5
err2026-09-30
err0
errOAAI
errChristina Valle; Matthias Cotic; Maximilian Bartelt; Luca Seeberger; Birgit Waschulzik; Sebastian Siebenlist; Michael T. Hirschmann; Georg Matziolis; Rüdiger von Eisenhart-Rothe; Daniel Rueckert; Florian Hinterwimmer; Ricardo Smits Serena
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Pooled two-cohort MRI body composition phenotyping with open-source deep learning
errCommunications Medicine
IF6.3
err2026-08-29
err0
errOAAI
errChristian J. Mertens; Hartmut Häntze; Sebastian Ziegelmayer; Jakob Nikolas Kather; Daniel Truhn; Su Hwan Kim; Felix Busch; Dominik Weller; Benedikt Wiestler; Markus Graf; Fabian Bamberg; Christopher L. Schlett; Jakob B. Weiss; Steffen Ringhof; Elif Can; Jeanette Schulz-Menger; Thoralf Niendorf; Jacqueline Lammert; Isabel Molwitz; Avan Kader; Alessa Hering; Aymen Meddeb; Jawed Nawabi; Matthias B. Schulze; Thomas Keil; Stefan N. Willich; Lilian Krist; Martin Hadamitzky; Anke Hannemann; Florian Bassermann; Daniel Rueckert; Tobias Pischon; Alexander Hapfelmeier; Marcus R. Makowski; Keno K. Bressem; Lisa C. Adams
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errSave
Lesion-Centered Functional Trajectories Reveal Early Retinal Sensitivity Decline in Intermediate AMD: PINNACLE Study Report 15
errAmerican Journal of Ophthalmology
IF4.2
err2026-08-17
err0
errOAAI
errStefan Futterknecht; Sophie Riedl; Julia Mai; Sina Arabi; Ursula Hall; Hrvoje Bogunovic; Lars G. Fritsche; Daniel Rueckert; Martin J. Menten; Stefan Sacu; Ursula Schmidt-Erfurth; Sobha Sivaprasad; Andrew Lotery; Maximilian Pfau
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Promises and limitations of deep learning for predicting knee osteoarthritis progression from medical imaging: A systematic review
errKnee Surgery Sports Traumatology Arthroscopy
IF5
err2026-08-12
err0
errOAAI
errAmna Gillani; Rüdiger von Eisenhart-Rothe; Klaus Woertler; Michael T. Hirschmann; Daniel Rueckert; Florian Hinterwimmer
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errSave
Multi-View Stenosis Classification Leveraging Transformer-Based Multiple-Instance Learning Using Real-World Clinical Data
errIEEE Transactions on Medical Imaging
IF9.8
err2026-08-01
err0
PREAI
errCenikj, Nikola; Turgut, O.; Muller, A.; Steger, A.; Kehrer, J.; Brugger, M.; Rueckert, Daniel; Martens, E.; Muller, P.
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errSave
Disparate privacy risks from medical AI
errNature
IF48.5
err2026-06-24
err0
errOAAI
errMoritz A. Knolle; Martin J. Menten; Friederike Jungmann; Felix Meissen; Ben Glocker; Daniel Rueckert; Georgios Kaissis
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errSave
Automated Thoracolumbar Stump Rib Detection and Analysis in a Large CT Cohort
errAI
IF5
err2026-06-17
err0
errOAAI
errHendrik Möller; Alina Dima; Benjamin Keinert-Weth; Robert Graf; Matan Atad; Johannes Paetzold; Friederike Jungmann; Rickmer Braren; Florian Kofler; Bjoern Menze; Daniel Rueckert; Jan S. Kirschke; Hanna Schön
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Multiparametric Free-Breathing 3D Whole-Heart Cardiac MR for Anatomical Bright- and Black-Blood Imaging With Co-Registered T 1 / T 2 $$ {T}_1/{T}_2 $$ Myocardial Tissue Mapping at 0 . 55 $$ 0.55 $$ T
errNMR in Biomedicine
IF2.7
err2026-05-29
err0
errOAAI
errIvan Kokhanovskyi; Carlos Castillo-Passi; Michael G. Crabb; Diego Pedraza; Simon J. Littlewood; Rafael De la Sotta; Carl Ganter; Karl P. Kunze; Dimitrios C. Karampinos; Marcus R. Makowski; Daniel Rueckert; Claudia Prieto; Rene M. Botnar
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errSave
A deep-learning framework reveals whole-body perturbations at cell level
errNature
IF48.5
err2026-05-20
err0
errOAAI
errDoris Kaltenecker; Izabela Horvath; Rami Al-Maskari; Ying Chen; Zeynep Ilgin Kolabas; Luciano Hoeher; Mihail Todorov; David-Paul Minde; Saketh Kapoor; Sena Gül Turhan; Louis B. Kuemmerle; Hanno Steinke; Tim Wohlgemuth; Mayar Ali; Florian Kofler; Pauline Morigny; Julia Geppert; Denise Jeridi; Bastian Wittmann; Jie Luo; Suprosanna Shit; Carolina Cigankova; Victor Miro Kolenic; Nilsu Gür; Eren Aydeniz; Alara Yücecan; Melissa Ertürk; Laurent H. A. Simons; Chenchen Pan; Marie Piraud; Daniel Rueckert; Maria Rohm; Farida Hellal; Markus Elsner; Harsharan Singh Bhatia; Ingo Bechmann; Bjoern H. Menze; Stephan Herzig; Johannes Christian Paetzold; Mauricio Berriel Diaz; Ali Ertürk
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The Ischemic Stroke Lesion Segmentation Challenge (ISLES)'24 Dataset: A MultimodalStroke Imaging Dataset with Hyperacute CT, Acute PostinterventionalMRI, and 3-month ClinicalOutcomes
errRadiology-Artificial Intelligence
IF13.2
err2026-05-01
err1
PREAI
errRiedel, Evamaria Olga; de la Rosa, Ezequiel; Baran, The Anh; Petzsche, Moritz Hernandez; Baazaoui, Hakim; Yang, Kaiyuan; Musio, Fabio Antonio; Huang, Houjing; Robben, David; Seia, Joaquin Oscar; Wiest, Roland; Reyes, Mauricio; Su, Ruisheng; Zimmer, Claus; Boeckh-Behrens, Tobias; Berndt, Maria; Menze, Bjoern; Rueckert, Daniel; Wiestler, Benedikt; Wegener, Susanne; Kirschke, Jan Stefan
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errSave
Temporal Conditioning for Longitudinal Brain MRI Registration and Aging Analysis
errIEEE Transactions on Medical Imaging
IF9.8
err2026-03-17
err0
errOAAI
errBailiang Jian; Jiazhen Pan; Yitong Li; Fabian Bongratz; Ruochen Li; Daniel Rueckert; Benedikt Wiestler; Christian Wachinger
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errSave
PARASIDE: An automatic paranasal sinus segmentation and structure analysis tool for magnetic resonance imaging
errComputers in Biology and Medicine
IF6.3
err2026-01-30
err0
errOAAI
errHendrik Möller; Lukas Krautschick; Robert Graf; Matan Atad; Chia-Jung Busch; Achim Georg Beule; Christian Scharf; Lars Kaderali; Bjoern Menze; Daniel Rueckert; Jan S. Kirschke; Fabian Paperlein
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errSave
Redefining Spectral Unmixing for In-Vivo Brain Tissue Analysis from Hyperspectral Imaging
errCOMPUTATIONAL MATHEMATICS MODELING IN CANCER ANALYSIS, CMMCA 2025
IF0
err2026-01-01
err0
PREAI
errHartenberger, Martin; Ayaz, Huzeyfe; Ozlugedik, Fatih; Caredda, Charly; Giannoni, Luca; Lange, Frederic; Lux, Laurin; Weidner, Jonas; Berger, Alex; Kofler, Florian; Menten, Martin; Montcel, Bruno; Tachtsidis, Ilias; Rueckert, Daniel; Ezhov, Ivan
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errSave
Random Convolutions for Domain Generalization of Deep Learning-based Medical Image Segmentation Models
errRadiology-Artificial Intelligence
IF13.2
err2026-01-01
err1
PREAI
errScholz, Daniel; Erdur, Ayhan Can; Peeken, Jan C.; Varma, Aswathi; Graf, Robert; Kirschke, Jan S.; Rueckert, Daniel; Wiestler, Benedikt
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errSave
Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errSelivanov, Alexander; Mueller, Philip; Turgut, Ozgin; Stolt-Anso, Nil; Rueckert, Daniel
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errSave
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errPan, Jiazhen; Liu, Che; Wu, Junde; Liu, Fenglin; Zhu, Jiayuan; Li, Hongwei Bran; Chen, Chen; Ouyang, Cheng; Rueckert, Daniel
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errSave
Predicting Longitudinal Brain Development via Implicit Neural Representations
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err0
PREAI
errDannecker, Maik; Rueckert, Daniel
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errSave
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII
IF0
err2026-01-01
err0
PREAI
errGraf, Robert; Moller, Hendrik; Starck, Sophie; Atad, Matan; Braun, Philipp; Stelter, Jonathan; Peters, Annette; Krist, Lilian; Willich, Stefan N.; Volzke, Henry; Billow, Robin; Pischon, Tobias; Niendorf, Thoralf; Paetzold, Johannes C.; Karampinos, Dimitrios; Rueckert, Daniel; Kirschkel, Jan
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errSave
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
errIEEE Transactions on Medical Imaging
IF9.8
err2026-01-01
err0
PREAI
errStarck, Sophie; Sideri-Lampretsa, Vasiliki; Kainz, Bernhard; Menten, Martin J.; Mueller, Tamara T.; Rueckert, Daniel
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errSave
Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping
errPERINATAL, PRETERM AND PAEDIATRIC IMAGE ANALYSIS, PIPPI 2025
IF0
err2026-01-01
err0
PREAI
errBulut, Busra; Dannecker, Maik; Sanchez, Thomas; Silva, Sara Neves; Zalevskyi, Vladyslav; Jia, Steven; Ledoux, Jean-Baptiste; Auzias, Guillaume; Rousseau, Francois; Hutter, Jana; Rueckert, Daniel; Cuadra, Meritxell Bach
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Research Directions

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Co-authors
Cooperation Journals
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Kaj Blennow
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C
Clifford R. Jack
H-index: 201 · Papers: 2.5K
F
Frederik Barkhof
H-index: 179 · Papers: 2.8K
P
Philip Scheltens
H-index: 177 · Papers: 2.4K
A
Annette Peters
H-index: 176 · Papers: 2.4K
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