Unsupervised feature extraction using deep learning empowers discovery of genetic determinants of the electrocardiogram.

Saved in:
Bibliographic Details
Title: Unsupervised feature extraction using deep learning empowers discovery of genetic determinants of the electrocardiogram.
Authors: Sieliwonczyk, Ewa1,2,3 (AUTHOR), Sau, Arunashis1,4 (AUTHOR), Patlatzoglou, Konstantinos1 (AUTHOR), McGurk, Kathryn A.1,2 (AUTHOR), Pastika, Libor1 (AUTHOR), Thami, Prisca K.1,2 (AUTHOR), Mangino, Massimo1,2,5 (AUTHOR), Zheng, Sean L.1,2 (AUTHOR), Powell, George1,2 (AUTHOR), Curran, Lara1,6 (AUTHOR), Buchan, Rachel J.1,2,6 (AUTHOR), Theotokis, Pantazis1,2 (AUTHOR), Peters, Nicholas S.1,4 (AUTHOR), Loeys, Bart3 (AUTHOR), Kramer, Daniel B.7 (AUTHOR), Waks, Jonathan W.7 (AUTHOR), Ng, Fu Siong1,4,8 (AUTHOR) f.ng@imperial.ac.uk, Ware, James S.1,2,4,6 (AUTHOR) j.ware@imperial.ac.uk
Source: Genome Medicine. 10/9/2025, Vol. 17 Issue 1, p1-17. 17p.
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: 188546587
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Unsupervised feature extraction using deep learning empowers discovery of genetic determinants of the electrocardiogram.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Sieliwonczyk%2C+Ewa%22">Sieliwonczyk, Ewa</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sau%2C+Arunashis%22">Sau, Arunashis</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Patlatzoglou%2C+Konstantinos%22">Patlatzoglou, Konstantinos</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22McGurk%2C+Kathryn+A%2E%22">McGurk, Kathryn A.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pastika%2C+Libor%22">Pastika, Libor</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Thami%2C+Prisca+K%2E%22">Thami, Prisca K.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mangino%2C+Massimo%22">Mangino, Massimo</searchLink><relatesTo>1,2,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zheng%2C+Sean+L%2E%22">Zheng, Sean L.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Powell%2C+George%22">Powell, George</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Curran%2C+Lara%22">Curran, Lara</searchLink><relatesTo>1,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Buchan%2C+Rachel+J%2E%22">Buchan, Rachel J.</searchLink><relatesTo>1,2,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Theotokis%2C+Pantazis%22">Theotokis, Pantazis</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Peters%2C+Nicholas+S%2E%22">Peters, Nicholas S.</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Loeys%2C+Bart%22">Loeys, Bart</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kramer%2C+Daniel+B%2E%22">Kramer, Daniel B.</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Waks%2C+Jonathan+W%2E%22">Waks, Jonathan W.</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ng%2C+Fu+Siong%22">Ng, Fu Siong</searchLink><relatesTo>1,4,8</relatesTo> (AUTHOR)<i> f.ng@imperial.ac.uk</i><br /><searchLink fieldCode="AR" term="%22Ware%2C+James+S%2E%22">Ware, James S.</searchLink><relatesTo>1,2,4,6</relatesTo> (AUTHOR)<i> j.ware@imperial.ac.uk</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Genome+Medicine%22">Genome Medicine</searchLink>. 10/9/2025, Vol. 17 Issue 1, p1-17. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=188546587
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s13073-025-01510-z
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 17
        StartPage: 1
    Titles:
      – TitleFull: Unsupervised feature extraction using deep learning empowers discovery of genetic determinants of the electrocardiogram.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Sieliwonczyk, Ewa
      – PersonEntity:
          Name:
            NameFull: Sau, Arunashis
      – PersonEntity:
          Name:
            NameFull: Patlatzoglou, Konstantinos
      – PersonEntity:
          Name:
            NameFull: McGurk, Kathryn A.
      – PersonEntity:
          Name:
            NameFull: Pastika, Libor
      – PersonEntity:
          Name:
            NameFull: Thami, Prisca K.
      – PersonEntity:
          Name:
            NameFull: Mangino, Massimo
      – PersonEntity:
          Name:
            NameFull: Zheng, Sean L.
      – PersonEntity:
          Name:
            NameFull: Powell, George
      – PersonEntity:
          Name:
            NameFull: Curran, Lara
      – PersonEntity:
          Name:
            NameFull: Buchan, Rachel J.
      – PersonEntity:
          Name:
            NameFull: Theotokis, Pantazis
      – PersonEntity:
          Name:
            NameFull: Peters, Nicholas S.
      – PersonEntity:
          Name:
            NameFull: Loeys, Bart
      – PersonEntity:
          Name:
            NameFull: Kramer, Daniel B.
      – PersonEntity:
          Name:
            NameFull: Waks, Jonathan W.
      – PersonEntity:
          Name:
            NameFull: Ng, Fu Siong
      – PersonEntity:
          Name:
            NameFull: Ware, James S.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 09
              M: 10
              Text: 10/9/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 1756994X
          Numbering:
            – Type: volume
              Value: 17
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Genome Medicine
              Type: main
ResultId 1