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Optical Flow-Guided Cine MRI Segmentation With Learned Corrections.
Ortiz-Gonzalez A, Kobler E, Simon S, Bischoff L, Nowak S, Isaak A, Block W, Sprinkart AM, Attenberger U, Luetkens JA, Bayro-Corrochano E, Effland A. Ortiz-Gonzalez A, et al. Among authors: kobler e. IEEE Trans Med Imaging. 2024 Mar;43(3):940-953. doi: 10.1109/TMI.2023.3325766. Epub 2024 Mar 5. IEEE Trans Med Imaging. 2024. PMID: 37856267
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction.
Narnhofer D, Effland A, Kobler E, Hammernik K, Knoll F, Pock T. Narnhofer D, et al. Among authors: kobler e. IEEE Trans Med Imaging. 2022 Feb;41(2):279-291. doi: 10.1109/TMI.2021.3112040. Epub 2022 Feb 2. IEEE Trans Med Imaging. 2022. PMID: 34506279 Free PMC article.
Reduction of Gadolinium-Based Contrast Agents in MRI Using Convolutional Neural Networks and Different Input Protocols: Limited Interchangeability of Synthesized Sequences With Original Full-Dose Images Despite Excellent Quantitative Performance.
Haase R, Pinetz T, Bendella Z, Kobler E, Paech D, Block W, Effland A, Radbruch A, Deike-Hofmann K. Haase R, et al. Among authors: kobler e. Invest Radiol. 2023 Jun 1;58(6):420-430. doi: 10.1097/RLI.0000000000000955. Epub 2023 Jan 28. Invest Radiol. 2023. PMID: 36735399
Image Morphing in Deep Feature Spaces: Theory and Applications.
Effland A, Kobler E, Pock T, Rajković M, Rumpf M. Effland A, et al. Among authors: kobler e. J Math Imaging Vis. 2021;63(2):309-327. doi: 10.1007/s10851-020-00974-5. Epub 2020 Jul 19. J Math Imaging Vis. 2021. PMID: 33627956 Free PMC article.
Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.
Effland A, Kobler E, Brandenburg A, Klatzer T, Neuhäuser L, Hölzel M, Landsberg J, Pock T, Rumpf M. Effland A, et al. Among authors: kobler e. Int J Comput Assist Radiol Surg. 2019 Apr;14(4):587-599. doi: 10.1007/s11548-019-01919-z. Epub 2019 Feb 16. Int J Comput Assist Radiol Surg. 2019. PMID: 30779021 Free PMC article.
Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study.
Rastogi A, Brugnara G, Foltyn-Dumitru M, Mahmutoglu MA, Preetha CJ, Kobler E, Pflüger I, Schell M, Deike-Hofmann K, Kessler T, van den Bent MJ, Idbaih A, Platten M, Brandes AA, Nabors B, Stupp R, Bernhardt D, Debus J, Abdollahi A, Gorlia T, Tonn JC, Weller M, Maier-Hein KH, Radbruch A, Wick W, Bendszus M, Meredig H, Kurz FT, Vollmuth P. Rastogi A, et al. Among authors: kobler e. Lancet Oncol. 2024 Mar;25(3):400-410. doi: 10.1016/S1470-2045(23)00641-1. Lancet Oncol. 2024. PMID: 38423052 Free article.
79 results