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Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke.
Brugnara G, Baumgartner M, Scholze ED, Deike-Hofmann K, Kades K, Scherer J, Denner S, Meredig H, Rastogi A, Mahmutoglu MA, Ulfert C, Neuberger U, Schönenberger S, Schlamp K, Bendella Z, Pinetz T, Schmeel C, Wick W, Ringleb PA, Floca R, Möhlenbruch M, Radbruch A, Bendszus M, Maier-Hein K, Vollmuth P. Brugnara G, et al. Among authors: rastogi a. Nat Commun. 2023 Aug 15;14(1):4938. doi: 10.1038/s41467-023-40564-8. Nat Commun. 2023. PMID: 37582829 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. Lancet Oncol. 2024 Mar;25(3):400-410. doi: 10.1016/S1470-2045(23)00641-1. Lancet Oncol. 2024. PMID: 38423052 Free article.
Addressing the Generalizability of AI in Radiology Using a Novel Data Augmentation Framework with Synthetic Patient Image Data: Proof-of-Concept and External Validation for Classification Tasks in Multiple Sclerosis.
Brugnara G, Jayachandran Preetha C, Deike K, Haase R, Pinetz T, Foltyn-Dumitru M, Mahmutoglu MA, Wildemann B, Diem R, Wick W, Radbruch A, Bendszus M, Meredig H, Rastogi A, Vollmuth P. Brugnara G, et al. Among authors: rastogi a. Radiol Artif Intell. 2024 Nov;6(6):e230514. doi: 10.1148/ryai.230514. Radiol Artif Intell. 2024. PMID: 39412405 Free PMC article.
1,364 results