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Bernhard Kainz

imperial college london

42H-index
368Paper Count
1.5WCitation Count
Published Papers 46
Publication Date
Generalist foundation models from a multimodal dataset for 3D computed tomography
err2026-02-12
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PREAI
errIbrahim Ethem Hamamci; Sezgin Er; Chenyu Wang; Furkan Almas; Ayse Gulnihan Simsek; Sevval Nil Esirgun; Irem Dogan; Omer Faruk Durugol; Benjamin Hou; Suprosanna Shit; Weicheng Dai; Murong Xu; Hadrien Reynaud; Muhammed Furkan Dasdelen; Bastian Wittmann; Tamaz Amiranashvili; Enis Simsar; Mehmet Simsar; Emine Bensu Erdemir; Abdullah Alanbay; Anjany Sekuboyina; Berkan Lafci; Ahmet Kaplan; Zhiyong Lu; Malgorzata Polacin; Bernhard Kainz; Christian Bluethgen; Kayhan Batmanghelich; Mehmet Kemal Ozdemir; Bjoern Menze
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Diffusing the Blind Spot: Uterine MRI Synthesis with DiffusionModels
err2026-01-01
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PREAI
errMueller, Johanna P.; Knupfer, Anika; Bloess, Pedro; Vittur, Edoardo Berardi; Kainz, Bernhard; Hutter, Jana
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Graph Conditioned Diffusion for Controllable Histopathology Image Generation
err2026-01-01
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PREAI
errCechnicka, Sarah; Baugh, Matthew; Zhang, Weitong; Dombrowski, Mischa; Li, Zhe; Paetzold, Johannes C.; Roufosse, Candice; Kainz, Bernhard
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L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation
err2026-01-01
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PREAI
errMueller, Johanna P.; Wright, Robert; Day, Thomas G.; Venturini, Lorenzo; Budd, Samuel F.; Reynaud, Hadrien; Hajnal, Joseph V.; Razavi, Reza; Kainz, Bernhard
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Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases
err2026-01-01
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PREAI
errStarck, Sophie; Sideri-Lampretsa, Vasiliki; Kainz, Bernhard; Menten, Martin J.; Mueller, Tamara T.; Rueckert, Daniel
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Stochastic latent feature distillation: Enhancing dataset distillation via structured uncertainty modeling
err2025-10-27
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errOAAI
errZhe Li; Sarah Cechnicka; Cheng Ouyang; Katharina Breininger; Peter Schüffler; Bernhard Kainz
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Abdominal simultaneous 3D water T1 and T2 mapping using a free-breathing Cartesian acquisition with spiral profile ordering
err2025-09-05
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errOAAI
errJonathan Stelter; Kilian Weiss; Lisa Steinhelfer; Jakob Meineke; Weitong Zhang; Bernhard Kainz; Rickmer F. Braren; Dimitrios C. Karampinos
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The Developing Human Connectome Project: A fast deep learning-based pipeline for neonatal cortical surface reconstruction
err2025-02-01
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errOAAI
errMa, Qiang; Liang, Kaili; Li, Liu; Masui, Saga; Guo, Yourong; Nosarti, Chiara; Robinson, Emma C.; Kainz, Bernhard; Rueckert, Daniel
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Multitask Weakly Supervised Generative Network for MR-US Registration
err2024-11-01
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errOAAI
errAzampour, Mohammad Farid; Mach, Kristina; Fatemizadeh, Emad; Demiray, Beatrice; Westenfelder, Kay; Steiger, Katja; Eiber, Matthias; Wendler, Thomas; Kainz, Bernhard; Navab, Nassir
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Exploring the role of different cell types on cortical folding in the developing human brain through computational modeling
err2024-10-30
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PREAI
errZarzor, Mohammad Saeed; Ma, Qiang; Almurey, Median; Kainz, Bernhard; Budday, Silvia
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Interaction between clinicians and artificial intelligence to detect fetal atrioventricular septal defects on ultrasound: how can we optimize collaborative performance?
err2024-06-03
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errOAAI
errDay, T. G.; Matthew, J.; Budd, S. F.; Venturini, L.; Wright, R.; Farruggia, A.; Vigneswaran, T. V.; Zidere, V.; Hajnal, J. V.; Razavi, R.; Simpson, J. M.; Kainz, B.
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Metrics reloaded: recommendations for image analysis validation
err2024-02-12
err59
errOAAI
errMaier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.
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Understanding metric-related pitfalls in image analysis validation
err2024-02-12
err24
errOAAI
errReinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena
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Fast fetal head compounding from multi-view 3D ultrasound
err2023-10-01
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PREAI
errWright, Robert; Gomez, Alberto; Zimmer, Veronika A.; Toussaint, Nicolas; Khanal, Bishesh; Matthew, Jacqueline; Skelton, Emily; Kainz, Bernhard; Rueckert, Daniel; V. Hajnal, Joseph; Schnabel, Julia A.
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Video-Based Activity Recognition for Automated Motor Assessment of Parkinson's Disease
err2023-10-01
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errOAAI
errSarapata, Grzegorz; Dushin, Yuriy; Morinan, Gareth; Ong, Joshua; Budhdeo, Sanjay; Kainz, Bernhard; O'Keeffe, Jonathan
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Sonographer interaction with artificial intelligence: collaboration or conflict?
err2023-07-31
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PREAI
errDay, T. G.; Matthew, J.; Budd, S.; Hajnal, J. V.; Simpson, J. M.; Razavi, R.; Kainz, B.
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Improving image labelling quality
err2023-04-24
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PREAI
errDay, Thomas G.; Simpson, John M.; Razavi, Reza; Kainz, Bernhard
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Estimating categorical counterfactuals via deep twin networks
err2023-02-20
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errOAAI
errVlontzos, Athanasios; Kainz, Bernhard; Gilligan-Lee, Ciaran M.
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