View in EDS HTML Full Text PDF Full Text

Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis.

Saved in:
Bibliographic Details
Title: Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis.
Authors: Lohner, Valerie1 (AUTHOR) valerie.lohner@uk-koeln.de, Badhwar, Amanpreet2,3,4,5 (AUTHOR), Detcheverry, Flavie E.2,3,4,5 (AUTHOR), García, Cindy L.6,7 (AUTHOR), Gellersen, Helena M.8,9,10 (AUTHOR), Khodakarami, Zahra11,12 (AUTHOR), Lattmann, René8,13 (AUTHOR), Li, Rui14 (AUTHOR), Low, Audrey15 (AUTHOR), Mazo, Claudia16 (AUTHOR), Metz, Amelie6,7 (AUTHOR), Parent, Olivier6,7 (AUTHOR), Phillips, Veronica17 (AUTHOR), Saeed, Usman18,19 (AUTHOR), Tan, Sean Y. W.14 (AUTHOR), Tamburin, Stefano20 (AUTHOR), Llewellyn, David J.21 (AUTHOR), Rittman, Timothy14 (AUTHOR), Waters, Sheena22 (AUTHOR), Bernal, Jose8,13,23 (AUTHOR)
Source: Alzheimer's Research & Therapy. 8/7/2025, Vol. 17 Issue 1, p1-19. 19p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 187190827
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Lohner%2C+Valerie%22">Lohner, Valerie</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> valerie.lohner@uk-koeln.de</i><br /><searchLink fieldCode="AR" term="%22Badhwar%2C+Amanpreet%22">Badhwar, Amanpreet</searchLink><relatesTo>2,3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Detcheverry%2C+Flavie+E%2E%22">Detcheverry, Flavie E.</searchLink><relatesTo>2,3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22García%2C+Cindy+L%2E%22">García, Cindy L.</searchLink><relatesTo>6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gellersen%2C+Helena+M%2E%22">Gellersen, Helena M.</searchLink><relatesTo>8,9,10</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Khodakarami%2C+Zahra%22">Khodakarami, Zahra</searchLink><relatesTo>11,12</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lattmann%2C+René%22">Lattmann, René</searchLink><relatesTo>8,13</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Rui%22">Li, Rui</searchLink><relatesTo>14</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Low%2C+Audrey%22">Low, Audrey</searchLink><relatesTo>15</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mazo%2C+Claudia%22">Mazo, Claudia</searchLink><relatesTo>16</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Metz%2C+Amelie%22">Metz, Amelie</searchLink><relatesTo>6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Parent%2C+Olivier%22">Parent, Olivier</searchLink><relatesTo>6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Phillips%2C+Veronica%22">Phillips, Veronica</searchLink><relatesTo>17</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Saeed%2C+Usman%22">Saeed, Usman</searchLink><relatesTo>18,19</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tan%2C+Sean+Y%2E+W%2E%22">Tan, Sean Y. W.</searchLink><relatesTo>14</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tamburin%2C+Stefano%22">Tamburin, Stefano</searchLink><relatesTo>20</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Llewellyn%2C+David+J%2E%22">Llewellyn, David J.</searchLink><relatesTo>21</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rittman%2C+Timothy%22">Rittman, Timothy</searchLink><relatesTo>14</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Waters%2C+Sheena%22">Waters, Sheena</searchLink><relatesTo>22</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bernal%2C+Jose%22">Bernal, Jose</searchLink><relatesTo>8,13,23</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Alzheimer's+Research+%26+Therapy%22">Alzheimer's Research & Therapy</searchLink>. 8/7/2025, Vol. 17 Issue 1, p1-19. 19p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187190827
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s13195-025-01815-6
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 19
        StartPage: 1
    Titles:
      – TitleFull: Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lohner, Valerie
      – PersonEntity:
          Name:
            NameFull: Badhwar, Amanpreet
      – PersonEntity:
          Name:
            NameFull: Detcheverry, Flavie E.
      – PersonEntity:
          Name:
            NameFull: García, Cindy L.
      – PersonEntity:
          Name:
            NameFull: Gellersen, Helena M.
      – PersonEntity:
          Name:
            NameFull: Khodakarami, Zahra
      – PersonEntity:
          Name:
            NameFull: Lattmann, René
      – PersonEntity:
          Name:
            NameFull: Li, Rui
      – PersonEntity:
          Name:
            NameFull: Low, Audrey
      – PersonEntity:
          Name:
            NameFull: Mazo, Claudia
      – PersonEntity:
          Name:
            NameFull: Metz, Amelie
      – PersonEntity:
          Name:
            NameFull: Parent, Olivier
      – PersonEntity:
          Name:
            NameFull: Phillips, Veronica
      – PersonEntity:
          Name:
            NameFull: Saeed, Usman
      – PersonEntity:
          Name:
            NameFull: Tan, Sean Y. W.
      – PersonEntity:
          Name:
            NameFull: Tamburin, Stefano
      – PersonEntity:
          Name:
            NameFull: Llewellyn, David J.
      – PersonEntity:
          Name:
            NameFull: Rittman, Timothy
      – PersonEntity:
          Name:
            NameFull: Waters, Sheena
      – PersonEntity:
          Name:
            NameFull: Bernal, Jose
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 07
              M: 08
              Text: 8/7/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 17589193
          Numbering:
            – Type: volume
              Value: 17
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Alzheimer's Research & Therapy
              Type: main
ResultId 1