A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement.

Saved in:
Bibliographic Details
Title: A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement.
Authors: Ahn H; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea., Hur S; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea., Lee CH; Division of Cardiology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Deagu 42601, Republic of Korea., Kang SH; Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam 13488, Republic of Korea., Ohn D; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Kim S; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Lee J; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Choi YJ; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Yi JE; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Seo SM; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Jang SW; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea., Kim WH; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.; Computer Science and Engineering, Pohang University of Science and Technology, Pohang 37673, Republic of Korea., Kwon O; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.; Institut Cardiovasculaire Paris-Sud, Hôpital Privé Jacques Cartier, Ramsay-Santé, 91300 Massy, France.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2026 May 07; Vol. 16 (10). Date of Electronic Publication: 2026 May 07.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42196787
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Ahn+H%22">Ahn H</searchLink>; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Hur+S%22">Hur S</searchLink>; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+CH%22">Lee CH</searchLink>; Division of Cardiology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Deagu 42601, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kang+SH%22">Kang SH</searchLink>; Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam 13488, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Ohn+D%22">Ohn D</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+S%22">Kim S</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Choi+YJ%22">Choi YJ</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Yi+JE%22">Yi JE</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Seo+SM%22">Seo SM</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jang+SW%22">Jang SW</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+WH%22">Kim WH</searchLink>; Graduate School of AI, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.; Computer Science and Engineering, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kwon+O%22">Kwon O</searchLink>; Division of Cardiology, Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea.; Institut Cardiovasculaire Paris-Sud, Hôpital Privé Jacques Cartier, Ramsay-Santé, 91300 Massy, France.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2026 May 07; Vol. 16 (10). <i>Date of Electronic Publication: </i>2026 May 07.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101658402 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4418 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754418%22">20754418 </searchLink><i>NLM ISO Abbreviation: </i>Diagnostics (Basel) <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42196787
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/diagnostics16101422
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Ahn H
      – PersonEntity:
          Name:
            NameFull: Hur S
      – PersonEntity:
          Name:
            NameFull: Lee CH
      – PersonEntity:
          Name:
            NameFull: Kang SH
      – PersonEntity:
          Name:
            NameFull: Ohn D
      – PersonEntity:
          Name:
            NameFull: Kim S
      – PersonEntity:
          Name:
            NameFull: Lee J
      – PersonEntity:
          Name:
            NameFull: Choi YJ
      – PersonEntity:
          Name:
            NameFull: Yi JE
      – PersonEntity:
          Name:
            NameFull: Seo SM
      – PersonEntity:
          Name:
            NameFull: Jang SW
      – PersonEntity:
          Name:
            NameFull: Kim WH
      – PersonEntity:
          Name:
            NameFull: Kwon O
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 07
              M: 05
              Text: 2026 May 07
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 2075-4418
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 10
          Titles:
            – TitleFull: Diagnostics (Basel, Switzerland)
              Type: main
ResultId 1