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J

Joachim M. Buhmann

eth zürich

68H-index
417Paper Count
2.1WCitation Count
Published Papers 49
Publication Date
Contrastive Discrepancy: A label-free metric for deformable image registration supporting testing-time hyperparameter selection
err2026-07-11
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PREAI
errXia Li; Jihe Li; Weijie Wang; Xiang Liu; Jiquan Yuan; Xixin Cao; Joachim M. Buhmann; Jianqi Sun
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Point-In-Context: Understanding Point Cloud via In-Context Learning
err2026-04-18
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PREAI
errMengyuan Liu; Zhongbin Fang; Xia Li; Joachim M. Buhmann; Deheng Ye; Xiangtai Li; Chen Change Loy
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Continuous sPatial-temporal deformable image registration and 4D frame interpolation
err2025-12-26
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errOAAI
errLi, Xia; Yang, Runzhao; Li, Muheng; Li, Xiangtai; Lomax, Antony J.; Buhmann, Joachim M.; Zhang, Ye
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Diffusion-based model as a generalizable denoiser for optoacoustic imaging
err2025-12-04
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PREAI
errYuan Xu; Xiang Liu; Xia Li; Sandeep Kumar Kalva; Joachim Buhmann; Daniel Razansky; Xosé Luís Deán-Ben
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Gaussian primitives for deformable image registration
err2025-08-08
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errOAAI
errJihe Li; Xiang Liu; Fabian Zhang; Xixin Cao; Joachim M. Buhmann; Ye Zhang; Xia Li
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Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models
err2024-10-01
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PREAI
errDubatovka, Alina; Nothiger, Christoph B.; Spahn, Donat R.; Buhmann, Joachim M.; Roche, Tadzio R.; Tscholl, David W.
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A unified generation-registration framework for improved MR-based CT synthesis in proton therapy
err2024-08-13
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errLi, Xia; Bellotti, Renato; Bachtiary, Barbara; Hrbacek, Jan; Weber, Damien C.; Lomax, Antony J.; Buhmann, Joachim M.; Zhang, Ye
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Uncertainty-aware MR-based CT synthesis for robust proton therapy planning of brain tumour
err2024-02-01
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errOAAI
errLi, Xia; Bellotti, Renato; Meier, Gabriel; Bachtiary, Barbara; Weber, Damien; Lomax, Antony; Buhmann, Joachim; Zhang, Ye
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Preinterventional Third-Molar Assessment Using Robust Machine Learning
err2023-11-09
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errCarvalho, J. S.; Lotz, M.; Rubi, L.; Unger, S.; Pfister, T.; Buhmann, J. M.; Stadlinger, B.
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Weakly supervised inference of personalized heart meshes based on echocardiography videos
err2023-01-01
err7
errOAAI
errLaumer, Fabian; Amrani, Mounir; Manduchi, Laura; Beuret, Ami; Rubi, Lena; Dubatovka, Alina; Matter, Christian M.; Buhmann, Joachim M.
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Assessment of Artificial Intelligence in Echocardiography Diagnostics in Differentiating Takotsubo Syndrome From Myocardial Infarction
err2022-05-01
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errOAAI
errLaumer, Fabian; Di Vece, Davide; Cammann, Victoria L.; Wuerdinger, Michael; Petkova, Vanya; Schoenberger, Maximilian; Schoenberger, Alexander; Mercier, Julien C.; Niederseer, David; Seifert, Burkhardt; Schwyzer, Moritz; Burkholz, Rebekka; Corinzia, Luca; Becker, Anton S.; Scherff, Frank; Brouwers, Sofie; Pazhenkottil, Aju P.; Dougoud, Svetlana; Messerli, Michael; Tanner, Felix C.; Fischer, Thomas; Delgado, Victoria; Schulze, P. Christian; Hauck, Christian; Maier, Lars S.; Ha Nguyen; Surikow, Sven Y.; Horowitz, John; Liu, Kan; Citro, Rodolfo; Bax, Jeroen; Ruschitzka, Frank; Ghadri, Jelena-Rima; Buhmann, Joachim M.; Templin, Christian
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Rapid and reversible control of human metabolism by individual sleep states
err2021-10-01
err31
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errNowak, Nora; Gaisl, Thomas; Miladinovic, Djordje; Marcinkevics, Ricards; Osswald, Martin; Bauer, Stefan; Buhmann, Joachim; Zenobi, Renato; Sinues, Pablo; Brown, Steven A.; Kohler, Malcolm
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Improving 1-year mortality prediction in ACS patients using machine learning
err2021-05-20
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errOAAI
errWeichwald, Sebastian; Candreva, Alessandro; Burkholz, Rebekka; Klingenberg, Roland; Raber, Lorenz; Heg, Dik; Manka, Robert; Gencer, Baris; Mach, Francois; Nanchen, David; Rodondi, Nicolas; Windecker, Stephan; Laaksonen, Reijo; Hazen, Stanley L.; von Eckardstein, Arnold; Ruschitzka, Frank; Luescher, Thomas F.; Buhmann, Joachim M.; Matter, Christian M.
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Prognostic value of inflammatory biomarkers and GRACE score for cardiac death and acute kidney injury after acute coronary syndromes
err2021-02-24
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errRossi, Valentina A.; Denegri, Andrea; Candreva, Alessandro; Klingenberg, Roland; Obeid, Slayman; Raeber, Lorenz; Gencer, Baris; Mach, Francois; Nanchen, David; Rodondi, Nicolas; Heg, Dik; Windecker, Stephan; Buhmann, Joachim; Ruschitzka, Frank; Luescher, Thomas F.; Matter, Christian M.
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Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography
err2020-11-01
err11
errOAAI
errCorinzia, Luca; Laumer, Fabian; Candreva, Alessandro; Taramasso, Maurizio; Maisano, Francesco; Buhmann, Joachim M.
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Automatic Human Sleep Stage Scoring Using Deep Neural Networks
err2018-11-06
err98
errOAAI
errMalafeev, Alexander; Laptev, Dmitry; Bauer, Stefan; Omlin, Ximena; Wierzbicka, Aleksandra; Wichniak, Adam; Jernajczyk, Wojciech; Riener, Robert; Buhmann, Joachim; Achermann, Peter
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Semiautomatic Assessment of the Terminal Ileum and Colon in Patients with Crohn Disease Using MRI (the VIGOR plus plus Project)
err2018-08-01
err22
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errPuylaert, Carl A. J.; Schuffler, Peter J.; Naziroglu, Robiel E.; Tielbeek, Jeroen A. W.; Li, Zhang; Makanyanga, Jesica C.; Nolthenius, Charlotte J. Tutein; Nio, C. Yung; Pendse, Douglas A.; Menys, Alex; Ponsioen, Cyriel Y.; Atkinson, David; Forbes, Alastair; Buhmann, Joachim M.; Fuchs, Thomas J.; Hatzakis, Haralambos; van Vliet, Lucas J.; Stoker, Jaap; Taylor, Stuart A.; Vos, Frans M.
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Wheel Defect Detection With Machine Learning
err2018-04-01
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PREAI
errKrummenacher, Gabriel; Ong, Cheng Soon; Koller, Stefan; Kobayashi, Seijin; Buhmann, Joachim M.
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