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Clusterwise Independent Component Analysis (C-ICA)

Autor: Durieux, J., Rombouts, S.A.R.B., Vos, F. de, Koini, M., Wilderjans, T.F.

Publikováno v: Journal of Neuroscience Methods, 382:109718. ELSEVIER
Journal of Neuroscience Methods, 382. ELSEVIER
Durieux, J, Rombouts, S A R B, de Vos, F, Koini, M & Wilderjans, T F 2022, ' Clusterwise Independent Component Analysis (C-ICA) : Using fMRI resting state networks to cluster subjects and find neurofunctional subtypes ', Journal of Neuroscience Methods, vol. 382, 109718, pp. 1-24 . https://doi.org/10.1016/j.jneumeth.2022.109718
Journal of Neuroscience Methods, 382:109718. Elsevier
Journal of Neuroscience Methods, 382:109718, 1-24. Elsevier

BACKGROUND: FMRI resting state networks (RSNs) are used to characterize brain disorders. They also show extensive heterogeneity across patients. Identifying systematic differences between RSNs in patients, i.e. discovering neurofunctional subtypes, m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::45d2fb253471e866f4db9c47090e2352
https://doi.org/10.1016/j.jneumeth.2022.109718

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Analyzing hierarchical multi-view MRI Data With StaPLR An Application to Alzheimer's disease classification

Autor: Loon, W.S. van, Vos, F. de, Fokkema, M., Szabo, B.T., Koini, M., Schmidt, R., Rooij, M.J. de

Publikováno v: Frontiers in Neuroscience, 16:830630, 1-36. Frontiers Media SA

Multi-view data refers to a setting where features are divided into feature sets, for example because they correspond to different sources. Stacked penalized logistic regression (StaPLR) is a recently introduced method that can be used for classifica

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::c4633fd526a7244b9aebf7209c63935d
https://hdl.handle.net/1887/3503878

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Multimodal MRI-based classification of Alzheimer’s disease

Autor: Vos, F. de

Publikováno v: None

Alzheimer’s disease (AD) is a neurodegenerative disease characterized by memory loss and declined cognitive functioning. Brain changes in AD involve grey matter atrophy and changes in brain function. These different brain characteristics can respec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::797640ca03e8a5c1c7eef5a6017dc9b0
http://hdl.handle.net/1887/3245855

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Analyzing hierarchical multi-view MRI data with StaPLR

Autor: Loon, W. van, Vos, F. de, Fokkema, M., Szabo, B., Koini, M., Schmidt, R., Rooij, M. de

Publikováno v: None

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ea82241e9714931900b2dcdc37bfefb6
https://hdl.handle.net/1887/3280065

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Single-subject classification of presymptomatic frontotemporal dementia mutation carriers user multimodal MRI (vol 20, pg 188, 2018)

Autor: Feis, R.A., Bouts, M.J.R.J., Panman, J.L., Jiskoot, L.C., Dopper, E.G.P., Schouten, T.M., Vos, F. de, Grond, J. van der, Swieten, J.C. van, Rombouts, S.A.R.B.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::46a1e66db55a9fbdcf4ddc50f95b7d3c
https://hdl.handle.net/1887/121213

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NEUROCOGNITIVE FUNCTIONING IN EORTC BRAIN TUMOR GROUP RANDOMIZED PHASE II TAVAREC TRIAL (EORTC 26091, NCT01164189) ON TEMOZOLOMIDE WITH OR WITHOUT BEVACIZUMAB in 1p/19q INTACT RECURRENT GRADE II AND III GLIOMAS

Autor: Klein, M., Reijneveld, J.C., Idbaih, A., Taal, W., Clement, P.M., Vos, F. de, Wick, A., Mulholland, P., Taphoorn, M.J.B., Lewis, J., Weller, M., Verschuere, T., Golfinopoulos, V., Gorlia, T., Bent, M. van den

Publikováno v: Klein, M, Reijneveld, J C, Idbaih, A, Taal, W, Clement, P M, de Vos, F, Wick, A, Mulholland, P, Taphoorn, M J B, Lewis, J, Weller, M, Verschuere, T, Golfinopoulos, V, Gorlia, T & van den Bent, M 2017, ' NEUROCOGNITIVE FUNCTIONING IN EORTC BRAIN TUMOR GROUP RANDOMIZED PHASE II TAVAREC TRIAL (EORTC 26091, NCT01164189) ON TEMOZOLOMIDE WITH OR WITHOUT BEVACIZUMAB in 1p/19q INTACT RECURRENT GRADE II AND III GLIOMAS ', Neuro-Oncology, vol. 19, pp. 139-139 .
Neuro-Oncology, 19, 139-139. Oxford University Press
Neuro-Oncology, 19, 139-139

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::75f149bae0b0784199c455a71e89ef9d
https://hdl.handle.net/1887/88286

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