Explainable tensor multi-task ensemble learning based on brain structure variation for Alzheimer's disease dynamic prediction

Zhang, Y., Liu, T., Lanfranchi, V. orcid.org/0000-0003-3148-2535 et al. (1 more author) (2022) Explainable tensor multi-task ensemble learning based on brain structure variation for Alzheimer's disease dynamic prediction. IEEE Journal of Translational Engineering in Health and Medicine. ISSN 2168-2372

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2022 The Author(s). This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
Keywords: Alzheimer’s disease; multi-task learning; brain biomarker spatio-temporal correlation; tensor decomposition; gradient boosting ensemble learning
Dates:
  • Accepted: 29 October 2022
  • Published (online): 4 November 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 07 Nov 2022 17:27
Last Modified: 07 Nov 2022 17:27
Status: Published online
Publisher: IEEE
Refereed: Yes
Identification Number: https://doi.org/10.1109/JTEHM.2022.3219775

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