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Brain age in multiple sclerosis: a study with deep learning and traditional machine learning.
Skattebøl L, Nygaard GO, Leonardsen EH, Kaufmann T, Moridi T, Stawiarz L, Ouellette R, Ineichen BV, Ferreira D, Muehlboeck JS, Beyer MK, Sowa P, Manouchehrinia A, Westman E, Olsson T, Celius EG, Hillert J, Kockum I, Harbo HF, Piehl F, Granberg T, Westlye LT, Høgestøl EA. Skattebøl L, et al. Among authors: muehlboeck js. Brain Commun. 2025 Apr 18;7(3):fcaf152. doi: 10.1093/braincomms/fcaf152. eCollection 2025. Brain Commun. 2025. PMID: 40337466 Free PMC article.
Association between brain volume and disability over time in multiple sclerosis.
Moridi T, Stawiarz L, McKay KA, Ineichen BV, Ouellette R, Ferreira D, Muehlboeck JS, Westman E, Kockum I, Olsson T, Piehl F, Hillert J, Manouchehrinia A, Granberg T. Moridi T, et al. Among authors: muehlboeck js. Mult Scler J Exp Transl Clin. 2022 Dec 18;8(4):20552173221144230. doi: 10.1177/20552173221144230. eCollection 2022 Oct-Dec. Mult Scler J Exp Transl Clin. 2022. PMID: 36570871 Free PMC article.
A deep learning model for brain age prediction using minimally preprocessed T1w images as input.
Dartora C, Marseglia A, Mårtensson G, Rukh G, Dang J, Muehlboeck JS, Wahlund LO, Moreno R, Barroso J, Ferreira D, Schiöth HB, Westman E; Alzheimer’s Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing; Japanese Alzheimer’s Disease Neuroimaging Initiative; AddNeuroMed Consortium. Dartora C, et al. Among authors: muehlboeck js. Front Aging Neurosci. 2024 Jan 8;15:1303036. doi: 10.3389/fnagi.2023.1303036. eCollection 2023. Front Aging Neurosci. 2024. PMID: 38259636 Free PMC article.
TheHiveDB image data management and analysis framework.
Muehlboeck JS, Westman E, Simmons A. Muehlboeck JS, et al. Front Neuroinform. 2014 Jan 6;7:49. doi: 10.3389/fninf.2013.00049. eCollection 2014 Jan 6. Front Neuroinform. 2014. PMID: 24432000 Free PMC article.
40 results