Multivariate regression analysis of structural MRI connectivity matrices in Alzheimer’s disease

• Javier Rasero,

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Biocruces Health Research Institute. Hospital Universitario de Cruces. E-48903, Barakaldo, Spain, Dipartimento di Fisica, Universitá degli Studi Aldo Moro, Via Orabona,4, 70126 Bari, Italy, INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy

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• Nicola Amoroso,

  Roles Investigation, Software, Writing – original draft, Writing – review & editing

  Affiliations Dipartimento di Fisica, Universitá degli Studi Aldo Moro, Via Orabona,4, 70126 Bari, Italy, INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy

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• Marianna La Rocca,

  Roles Investigation, Software, Visualization, Writing – original draft

  Affiliations Dipartimento di Fisica, Universitá degli Studi Aldo Moro, Via Orabona,4, 70126 Bari, Italy, INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy

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• Sabina Tangaro,

  Roles Investigation, Supervision, Writing – original draft

  Affiliation INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy

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• Roberto Bellotti ,

  Contributed equally to this work with: Roberto Bellotti, Sebastiano Stramaglia

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Dipartimento di Fisica, Universitá degli Studi Aldo Moro, Via Orabona,4, 70126 Bari, Italy, INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy, TIRES-Center of Innovative Technologies for Signal Detection and Processing, Università degli Studi Aldo Moro, Bari, Italy

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• Sebastiano Stramaglia ,

  Contributed equally to this work with: Roberto Bellotti, Sebastiano Stramaglia

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: sebastiano.stramaglia@ba.infn.it

  Affiliations Dipartimento di Fisica, Universitá degli Studi Aldo Moro, Via Orabona,4, 70126 Bari, Italy, INFN, Sezione di Bari, via Orabona 4, 70126 Bari, Italy, TIRES-Center of Innovative Technologies for Signal Detection and Processing, Università degli Studi Aldo Moro, Bari, Italy

  http://orcid.org/0000-0002-5873-8564

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• for the Alzheimer’s Disease Neuroimaging Initiative

  ¶Membership of the Alzheimer’s Disease Neuroimaging Initiative is provided in the Acknowledgments.

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