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D

Daniel Rueckert

technical university of munich

132H-index
1.5KPaper Count
9.3WCitation Count
Published Papers 285
Publication Date
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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
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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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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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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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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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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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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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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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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A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errSusetzky, Tobias; Qi, Huaqi; Braren, Rickmer; Rueckert, Daniel
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errSave
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errScholz, Daniel; Erdur, Ayhan Can; Holland, Robbie; Ehm, Viktoria; Peeken, Jan C.; Wiestler, Benedikt; Rueckert, Daniel
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MM-DINOv2: Adapting Foundation Models for Multi-modal Medical Image Analysis
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VIII
IF0
err2026-01-01
err0
PREAI
errScholz, Daniel; Erdur, Ayhan Can; Ehm, Viktoria; Meyer-Baese, Anke; Peeken, Jan C.; Rueckert, Daniel; Wiestler, Benedikt
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errSave
Rule-based Key-Point Extraction for MR-Guided Biomechanical Digital Twins of the Spine
errDIGITAL TWIN FOR HEALTHCARE, DT4H 2025
IF0
err2026-01-01
err0
PREAI
errGraf, Robert; Lerchl, Tanja; Nispel, Kati; Moeller, Hendrik; Atad, Matan; McGinnis, Julian; Watrinet, Julius Maria; Paetzold, Johannes; Rueckert, Daniel; Kirschke, Jan S.
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Parametric Shape Models for Vessels Learned from Segmentations via Differentiable Voxelization
errSHAPE IN MEDICAL IMAGING, SHAPEMI 2025
IF0
err2026-01-01
err0
PREAI
errDima, Alina F.; Shit, Suprosanna; Qiu, Huaqi; Holland, Robbie; Mueller, Tamara T.; Musio, Fabio; Yang, Kaiyuan; Menze, Bjoern; Braren, Rickmer; Makowski, Marcus R.; Rueckert, Daniel
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Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kaj Blennow
H-index: 214 · Papers: 3.6K
C
Clifford R. Jack
H-index: 201 · Papers: 2.5K
F
Frederik Barkhof
H-index: 179 · Papers: 2.7K
P
Philip Scheltens
H-index: 177 · Papers: 2.4K
A
Annette Peters
H-index: 176 · Papers: 2.4K
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