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Christian F. Baumgartner

Eberhard Karls University of Tubingen

22H-index
113Paper Count
4.5KCitation Count
Published Papers 22
Publication Date
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Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV
IF0
err2026-01-01
err0
PREAI
errSun, Susu; van Midden, Dominique; Litjens, Geert; Baumgartner, Christian F.
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Mind the Detail: Uncovering Clinically Relevant Image Details in Accelerated MRI with Semantically Diverse Reconstructions
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errMorshuis, Jan Nikolas; Schlarmann, Christian; Kuestner, Thomas; Baumgartner, Christian F.; Hein, Matthias
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Subgroup Performance Analysis in Hidden Stratifications
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV
IF0
err2026-01-01
err0
PREAI
errBissoto, Alceu; Hoang, Trung-Dung; Fliihmann, Tim; Sun, Susu; Baumgartner, Christian F.; Koch, Lisa M.
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errSave
Segmenting Brain Regions in Low Field Pediatric Brain MR Images Using (Symmetric) NnU-Net ResEnc
errLOW FIELD PEDIATRIC BRAIN MAGNETIC RESONANCE IMAGE SEGMENTATION AND QUALITY ASSURANCE, LISA 2025
IF0
err2026-01-01
err0
errOAAI
errMorshuis, Jan Nikolas; Hein, Matthias; Baumgartner, Christian F.
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errSave
Unsupervised Anomaly Detection in Medical Imaging using Aggregated Normative Diffusion
errMedical Image Analysis
IF11.8
err2025-12-08
err0
errOAAI
errAlexander Frotscher; Jaivardhan Kapoor; Thomas Wolfers; Christian F. Baumgartner
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errSave
Problem Gambling and its Relation to Delayed Reward Discounting: A Secondary Analysis of a Randomized Controlled Trial
errJOURNAL OF GAMBLING STUDIES
IF2.2
err2025-11-01
err0
errOAAI
errHaag, Dominic; Meyer, Andreas; Boumparis, Nikolaos; Wenger, Andreas; Baumgartner, Christian; Malischnig, Doris; Keough, Matthew T.; Hodgins, David C.; Khazaal, Yasser; Haug, Severin; Schaub, Michael P.
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Studying therapy effects and disease outcomes in silico using artificial counterfactual tissue samples
errComputers in Biology and Medicine
IF6.3
err2025-09-05
err0
errOAAI
errMartin Paulikat; Christian M. Schürch; Christian F. Baumgartner
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A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset
errSCIENTIFIC DATA
IF6.9
err2025-04-19
err0
errOAAI
errWoerner, Stefano; Jaques, Arthur; Baumgartner, Christian F.
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Development and comprehensive clinical validation of a deep neural network for radiation dose modelling to enhance magnetic resonance imaging guided radiotherapy
errPHYSICS & IMAGING IN RADIATION ONCOLOGY
IF3.3
err2025-01-01
err0
errOAAI
errSchneider, Moritz; Gutwein, Simon; Moennich, David; Gani, Cihan; Fischer, Paul; Baumgartner, Christian F.; Thorwarth, Daniela
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Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study
errNPJ DIGITAL MEDICINE
IF15.1
err2024-05-09
err2
errOAAI
errKoch, Lisa M.; Baumgartner, Christian F.; Berens, Philipp
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K2S Challenge: From Undersampled K-Space to Automatic Segmentation
errBIOENGINEERING-BASEL
IF3.7
err2023-02-18
err12
errOAAI
errTolpadi, Aniket A.; Bharadwaj, Upasana; Gao, Kenneth T.; Bhattacharjee, Rupsa; Gassert, Felix G.; Luitjens, Johanna; Giesler, Paula; Morshuis, Jan Nikolas; Fischer, Paul; Hein, Matthias; Baumgartner, Christian F.; Razumov, Artem; Dylov, Dmitry; van Lohuizen, Quintin; Fransen, Stefan J.; Zhang, Xiaoxia; Tibrewala, Radhika; de Moura, Hector Lise; Liu, Kangning; Zibetti, Marcelo V. W.; Regatte, Ravinder; Majumdar, Sharmila; Pedoia, Valentina
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Sampling Possible Reconstructions of Undersampled Acquisitions in MR Imaging With a Deep Learned Prior
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-07-01
err6
PREAI
errTezcan, Kerem C.; Karani, Neerav; Baumgartner, Christian F.; Konukoglu, Ender
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Detection of Differences in Longitudinal Cartilage Thickness Loss Using a Deep-Learning Automated Segmentation Algorithm: Data From the Foundation for the National Institutes of Health Biomarkers Study of the Osteoarthritis Initiative
errARTHRITIS CARE & RESEARCH
IF3.3
err2022-04-01
err18
errOAAI
errEckstein, Felix; Chaudhari, Akshay S.; Fuerst, David; Gaisberger, Martin; Kemnitz, Jana; Baumgartner, Christian F.; Konukoglu, Ender; Hunter, David J.; Wirth, Wolfgang
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Semi-supervised task-driven data augmentation for medical image segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-02-01
err65
errOAAI
errChaitanya, Krishna; Karani, Neerav; Baumgartner, Christian F.; Erdil, Ertunc; Becker, Anton; Donati, Olivio; Konukoglu, Ender
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errSave
Automated quantification of myocardial tissue characteristics from native T1mapping using neural networks with uncertainty-based quality-control
errJOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
IF6.1
err2020-01-01
err32
errOAAI
errPuyol-Anton, Esther; Ruijsink, Bram; Baumgartner, Christian F.; Masci, Pier-Giorgio; Sinclair, Matthew; Konukoglu, Ender; Razavi, Reza; King, Andrew P.
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errSave
MR Image Reconstruction Using Deep Density Priors
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2019-07-01
err79
errOAAI
errTezcan, Kerem C.; Baumgartner, Christian F.; Luechinger, Roger; Pruessmann, Klaas P.; Konukoglu, Ender
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errSave
CLINICAL VALIDATION OF FULLY AUTOMATED SEGMENTATION OF THIGH MUSCLE AND ADIPOSE TISSUE CROSS SECTIONAL AREAS USING MACHING LEARNING WITH A CONVOLUTIONAL NEURAL NETWORK
errOSTEOARTHRITIS AND CARTILAGE
IF9
err2019-04-01
err1
errOAAI
errKemnitz, J.; Baumgartner, C. F.; Ruhdorfer, A.; Wirth, W.; Eckstein, F.; Eder, S. K.; Konukoglu, E.
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errSave
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2018-11-01
err1.1K
errOAAI
errBernard, Olivier; Lalande, Alain; Zotti, Clement; Cervenansky, Frederick; Yang, Xin; Heng, Pheng-Ann; Cetin, Irem; Lekadir, Karim; Camara, Oscar; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard; Napel, Sandy; Petersen, Steffen; Tziritas, Georgios; Grinias, Elias; Khened, Mahendra; Kollerathu, Varghese Alex; Krishnamurthi, Ganapathy; Rohe, Marc-Michel; Pennec, Xavier; Sermesant, Maxime; Isensee, Fabian; Jaeger, Paul; Maier-Hein, Klaus H.; Full, Peter M.; Wolf, Ivo; Engelhardt, Sandy; Baumgartner, Christian F.; Koch, Lisa M.; Wolterink, Jelmer M.; Isgum, Ivana; Jang, Yeonggul; Hong, Yoonmi; Patravali, Jay; Jain, Shubham; Humbert, Olivier; Jodoin, Pierre-Marc
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errSave
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2017-11-01
err241
errOAAI
errBaumgartner, Christian F.; Kamnitsas, Konstantinos; Matthew, Jacqueline; Fletcher, Tara P.; Smith, Sandra; Koch, Lisa M.; Kainz, Bernhard; Rueckert, Daniel
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errSave
High-Resolution Self-Gated Dynamic Abdominal MRI Using Manifold Alignment
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2017-04-01
err20
errOAAI
errChen, Xin; Usman, Muhammad; Baumgartner, Christian F.; Balfour, Daniel R.; Marsden, Paul K.; Reader, Andrew J.; Prieto, Claudia; King, Andrew P.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
David J. Hunter
H-index: 204 · Papers: 2.5K
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
S
Sharmila Majumdar
H-index: 102 · Papers: 772
F
F. Eckstein
H-index: 95 · Papers: 866
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