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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: schell m. 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.
Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study.
Kickingereder P, Isensee F, Tursunova I, Petersen J, Neuberger U, Bonekamp D, Brugnara G, Schell M, Kessler T, Foltyn M, Harting I, Sahm F, Prager M, Nowosielski M, Wick A, Nolden M, Radbruch A, Debus J, Schlemmer HP, Heiland S, Platten M, von Deimling A, van den Bent MJ, Gorlia T, Wick W, Bendszus M, Maier-Hein KH. Kickingereder P, et al. Among authors: schell m. Lancet Oncol. 2019 May;20(5):728-740. doi: 10.1016/S1470-2045(19)30098-1. Epub 2019 Apr 2. Lancet Oncol. 2019. PMID: 30952559
Validation of diffusion MRI phenotypes for predicting response to bevacizumab in recurrent glioblastoma: post-hoc analysis of the EORTC-26101 trial.
Schell M, Pflüger I, Brugnara G, Isensee F, Neuberger U, Foltyn M, Kessler T, Sahm F, Wick A, Nowosielski M, Heiland S, Weller M, Platten M, Maier-Hein KH, Von Deimling A, Van Den Bent MJ, Gorlia T, Wick W, Bendszus M, Kickingereder P. Schell M, et al. Neuro Oncol. 2020 Nov 26;22(11):1667-1676. doi: 10.1093/neuonc/noaa120. Neuro Oncol. 2020. PMID: 32393964 Free PMC article. Clinical Trial.
Noninvasive Characterization of Tumor Angiogenesis and Oxygenation in Bevacizumab-treated Recurrent Glioblastoma by Using Dynamic Susceptibility MRI: Secondary Analysis of the European Organization for Research and Treatment of Cancer 26101 Trial.
Kickingereder P, Brugnara G, Hansen MB, Nowosielski M, Pflüger I, Schell M, Isensee F, Foltyn M, Neuberger U, Kessler T, Sahm F, Wick A, Heiland S, Weller M, Platten M, von Deimling A, Maier-Hein KH, Østergaard L, van den Bent MJ, Gorlia T, Wick W, Bendszus M. Kickingereder P, et al. Among authors: schell m. Radiology. 2020 Oct;297(1):164-175. doi: 10.1148/radiol.2020200978. Epub 2020 Jul 28. Radiology. 2020. PMID: 32720870 Clinical Trial.
Automated brain extraction of multisequence MRI using artificial neural networks.
Isensee F, Schell M, Pflueger I, Brugnara G, Bonekamp D, Neuberger U, Wick A, Schlemmer HP, Heiland S, Wick W, Bendszus M, Maier-Hein KH, Kickingereder P. Isensee F, et al. Among authors: schell m. Hum Brain Mapp. 2019 Dec 1;40(17):4952-4964. doi: 10.1002/hbm.24750. Epub 2019 Aug 12. Hum Brain Mapp. 2019. PMID: 31403237 Free PMC article.
Automated detection and quantification of brain metastases on clinical MRI data using artificial neural networks.
Pflüger I, Wald T, Isensee F, Schell M, Meredig H, Schlamp K, Bernhardt D, Brugnara G, Heußel CP, Debus J, Wick W, Bendszus M, Maier-Hein KH, Vollmuth P. Pflüger I, et al. Among authors: schell m. Neurooncol Adv. 2022 Aug 23;4(1):vdac138. doi: 10.1093/noajnl/vdac138. eCollection 2022 Jan-Dec. Neurooncol Adv. 2022. PMID: 36105388 Free PMC article.
The potential of GPT-4 advanced data analysis for radiomics-based machine learning models.
Foltyn-Dumitru M, Rastogi A, Cho J, Schell M, Mahmutoglu MA, Kessler T, Sahm F, Wick W, Bendszus M, Brugnara G, Vollmuth P. Foltyn-Dumitru M, et al. Among authors: schell m. Neurooncol Adv. 2024 Dec 23;7(1):vdae230. doi: 10.1093/noajnl/vdae230. eCollection 2025 Jan-Dec. Neurooncol Adv. 2024. PMID: 39780768 Free PMC article.
630 results