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Potentials and caveats of AI in hybrid imaging.
Shiyam Sundar LK, Muzik O, Buvat I, Bidaut L, Beyer T. Shiyam Sundar LK, et al. Among authors: beyer t. Methods. 2021 Apr;188:4-19. doi: 10.1016/j.ymeth.2020.10.004. Epub 2020 Oct 15. Methods. 2021. PMID: 33068741 Free article. Review.
Fully Integrated PET/MR Imaging for the Assessment of the Relationship Between Functional Connectivity and Glucose Metabolic Rate.
Shiyam Sundar LK, Baajour S, Beyer T, Lanzenberger R, Traub-Weidinger T, Rausch I, Pataraia E, Hahn A, Rischka L, Hienert M, Klebermass EM, Muzik O. Shiyam Sundar LK, et al. Among authors: beyer t. Front Neurosci. 2020 Mar 25;14:252. doi: 10.3389/fnins.2020.00252. eCollection 2020. Front Neurosci. 2020. PMID: 32269510 Free PMC article.
Conditional Generative Adversarial Networks Aided Motion Correction of Dynamic 18F-FDG PET Brain Studies.
Shiyam Sundar LK, Iommi D, Muzik O, Chalampalakis Z, Klebermass EM, Hienert M, Rischka L, Lanzenberger R, Hahn A, Pataraia E, Traub-Weidinger T, Hummel J, Beyer T. Shiyam Sundar LK, et al. Among authors: beyer t. J Nucl Med. 2021 Jun 1;62(6):871-879. doi: 10.2967/jnumed.120.248856. Epub 2020 Nov 27. J Nucl Med. 2021. PMID: 33246982 Free PMC article.
Towards quantitative [18F]FDG-PET/MRI of the brain: Automated MR-driven calculation of an image-derived input function for the non-invasive determination of cerebral glucose metabolic rates.
Sundar LK, Muzik O, Rischka L, Hahn A, Rausch I, Lanzenberger R, Hienert M, Klebermass EM, Füchsel FG, Hacker M, Pilz M, Pataraia E, Traub-Weidinger T, Beyer T. Sundar LK, et al. Among authors: beyer t. J Cereb Blood Flow Metab. 2019 Aug;39(8):1516-1530. doi: 10.1177/0271678X18776820. Epub 2018 May 23. J Cereb Blood Flow Metab. 2019. PMID: 29790820 Free PMC article.
Fully Automated, Semantic Segmentation of Whole-Body 18F-FDG PET/CT Images Based on Data-Centric Artificial Intelligence.
Shiyam Sundar LK, Yu J, Muzik O, Kulterer OC, Fueger B, Kifjak D, Nakuz T, Shin HM, Sima AK, Kitzmantl D, Badawi RD, Nardo L, Cherry SR, Spencer BA, Hacker M, Beyer T. Shiyam Sundar LK, et al. Among authors: beyer t. J Nucl Med. 2022 Dec;63(12):1941-1948. doi: 10.2967/jnumed.122.264063. Epub 2022 Jun 30. J Nucl Med. 2022. PMID: 35772962 Free PMC article.
Utility of Absolute Quantification in Non-lesional Extratemporal Lobe Epilepsy Using FDG PET/MR Imaging.
Traub-Weidinger T, Muzik O, Sundar LKS, Aull-Watschinger S, Beyer T, Hacker M, Hahn A, Kasprian G, Klebermass EM, Lanzenberger R, Mitterhauser M, Pilz M, Rausch I, Rischka L, Wadsak W, Pataraia E. Traub-Weidinger T, et al. Among authors: beyer t. Front Neurol. 2020 Jan 31;11:54. doi: 10.3389/fneur.2020.00054. eCollection 2020. Front Neurol. 2020. PMID: 32082251 Free PMC article.
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