A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement.
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| Title: | A Transformer-Based Machine Learning Framework for Risk Stratification of Left Bundle Branch Block After Transcatheter Aortic Valve Replacement. |
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| 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 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42196787 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| 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 |
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