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Page 1
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: mahmutoglu ma. Lancet Oncol. 2024 Mar;25(3):400-410. doi: 10.1016/S1470-2045(23)00641-1. Lancet Oncol. 2024. PMID: 38423052 Free article.
Dynamics of cerebral perfusion and oxygenation parameters following endovascular treatment of acute ischemic stroke.
Brugnara G, Herweh C, Neuberger U, Bo Hansen M, Ulfert C, Mahmutoglu MA, Foltyn M, Nagel S, Schönenberger S, Heiland S, Ringleb PA, Bendszus M, Möhlenbruch M, Pfaff JAR, Vollmuth P. Brugnara G, et al. Among authors: mahmutoglu ma. J Neurointerv Surg. 2022 Jan;14(1):neurintsurg-2020-017163. doi: 10.1136/neurintsurg-2020-017163. Epub 2021 Mar 24. J Neurointerv Surg. 2022. PMID: 33762405 Free PMC article.
Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study.
Jayachandran Preetha C, Meredig H, Brugnara G, Mahmutoglu MA, Foltyn M, Isensee F, Kessler T, Pflüger I, Schell M, Neuberger U, Petersen J, Wick A, Heiland S, Debus J, Platten M, Idbaih A, Brandes AA, Winkler F, van den Bent MJ, Nabors B, Stupp R, Maier-Hein KH, Gorlia T, Tonn JC, Weller M, Wick W, Bendszus M, Vollmuth P. Jayachandran Preetha C, et al. Among authors: mahmutoglu ma. Lancet Digit Health. 2021 Dec;3(12):e784-e794. doi: 10.1016/S2589-7500(21)00205-3. Epub 2021 Oct 20. Lancet Digit Health. 2021. PMID: 34688602 Free article. Clinical Trial.
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: mahmutoglu ma. Nat Commun. 2023 Aug 15;14(1):4938. doi: 10.1038/s41467-023-40564-8. Nat Commun. 2023. PMID: 37582829 Free PMC article.
Cerebrospinal Fluid cfDNA Sequencing for Classification of Central Nervous System Glioma.
Iser F, Hinz F, Hoffmann DC, Grassl N, Güngoör C, Meyer J, Dörner L, Hofmann L, Kelbch V, Göbel K, Mahmutoglu MA, Vollmuth P, Patel A, Nguyen D, Kaulen LD, Mildenberger I, Sahm K, Maaß K, Pajtler KW, Shankar GM, Weiler M, Wildemann B, Winkler F, von Deimling A, Platten M, Wick W, Sahm F, Kessler T. Iser F, et al. Among authors: mahmutoglu ma. Clin Cancer Res. 2024 Jul 15;30(14):2974-2985. doi: 10.1158/1078-0432.CCR-23-2907. Clin Cancer Res. 2024. PMID: 38295147 Free PMC article.
Deep learning-based defacing tool for CT angiography: CTA-DEFACE.
Mahmutoglu MA, Rastogi A, Schell M, Foltyn-Dumitru M, Baumgartner M, Maier-Hein KH, Deike-Hofmann K, Radbruch A, Bendszus M, Brugnara G, Vollmuth P. Mahmutoglu MA, et al. Eur Radiol Exp. 2024 Oct 9;8(1):111. doi: 10.1186/s41747-024-00510-9. Eur Radiol Exp. 2024. PMID: 39382818 Free PMC 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: mahmutoglu ma. Radiol Artif Intell. 2024 Nov;6(6):e230514. doi: 10.1148/ryai.230514. Radiol Artif Intell. 2024. PMID: 39412405 Free PMC article.
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