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Interpretable brain age prediction using linear latent variable models of functional connectivity
Ricardo Pio Monti
1
Alex Gibberd
2
Sandipan Roy
3
Matthew Nunes
3
Romy Lorenz
4
Robert Leech
5
Takeshi Ogawa
6
Motoaki Kawanabe
6
Aapo Hyvärinen
7
7
GAMMA - Génération Adaptative de Maillage et Méthodes numériques Avancées
Inria Saclay - Ile de France
Aapo Hyvärinen 7
Author
1
UCL - University College of London [London] (Gower Street, London WC1E 6BT - United Kingdom)
2
Lancaster University (Lancaster University, Bailrigg, Lancaster, LA1 4YW - United Kingdom)
3
University of Bath [Bath] (laverton Down, Bath, North East Somerset BA2 7AY - United Kingdom)
4
CAM - University of Cambridge [UK] (The Old Schools, Trinity Lane, Cambridge CB2 1TN - United Kingdom)
5
King‘s College London (Strand Campus, London WC2R 2LS - United Kingdom)
6
ATR - Advanced Telecommunications Research Institute International (Hikaridai Seika-cho, 619-0288 Kyoto - Japan)
7
GAMMA - Génération Adaptative de Maillage et Méthodes numériques Avancées (1 rue Honoré d'Estienne d'Orves
Bâtiment Alan Turing
Campus de l'École Polytechnique
91120 Palaiseau - France)
- Inria Saclay - Ile de France (1 rue Honoré d'Estienne d'Orves
Bâtiment Alan Turing
Campus de l'École Polytechnique
91120 Palaiseau - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
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Journal articles
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https://hal.inria.fr/hal-03034256
Contributor : Aapo Hyvärinen <>
Submitted on : Tuesday, December 1, 2020 - 4:36:55 PM
Last modification on : Friday, December 4, 2020 - 11:33:02 AM
Contributor : Aapo Hyvärinen <>
Submitted on : Tuesday, December 1, 2020 - 4:36:55 PM
Last modification on : Friday, December 4, 2020 - 11:33:02 AM
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- HAL Id : hal-03034256, version 1
- DOI : 10.1371/journal.pone.0232296
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Citation
Ricardo Pio Monti, Alex Gibberd, Sandipan Roy, Matthew Nunes, Romy Lorenz, et al.. Interpretable brain age prediction using linear latent variable models of functional connectivity. PLoS ONE, Public Library of Science, 2020, 15 (6), pp.e0232296. ⟨10.1371/journal.pone.0232296⟩. ⟨hal-03034256⟩
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