Interpretable machine learning using accumulated local effects to characterise predictors of subclinical leaflet thrombosis after self-expanding transcatheter aortic valve implantation.
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| Title: | Interpretable machine learning using accumulated local effects to characterise predictors of subclinical leaflet thrombosis after self-expanding transcatheter aortic valve implantation. |
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| Authors: | Moscarelli M; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.; Imperial College London, Department of Surgery & Cancer, Faculty of Medicine, London, United Kingdom., Athanasiou T; Imperial College London, Department of Surgery & Cancer, Faculty of Medicine, London, United Kingdom.; Department of Cardiothoracic Surgery, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK., Casula R; Department of Cardiothoracic Surgery, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK., Pernice V; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy., Salardino M; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy., Zaccone G; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy., Zlahoda-Huzior A; Simhub, Virmed, Krakow, Poland., Dudek D; Center for Digital Medicine and Robotics, Jagiellonian University Medical College, Krakow, Poland., Milo S; Department of Radiology, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy., Speziale G; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy., Fattouch K; Kore University of Medicine, Enna, Italy. |
| Source: | Interdisciplinary cardiovascular and thoracic surgery [Interdiscip Cardiovasc Thorac Surg] 2026 May 15. Date of Electronic Publication: 2026 May 15. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press Country of Publication: England NLM ID: 9918540787006676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2753-670X (Electronic) Linking ISSN: 2753670X NLM ISO Abbreviation: Interdiscip Cardiovasc Thorac Surg Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42143615 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Interpretable machine learning using accumulated local effects to characterise predictors of subclinical leaflet thrombosis after self-expanding transcatheter aortic valve implantation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Moscarelli+M%22">Moscarelli M</searchLink>; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.; Imperial College London, Department of Surgery & Cancer, Faculty of Medicine, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Athanasiou+T%22">Athanasiou T</searchLink>; Imperial College London, Department of Surgery & Cancer, Faculty of Medicine, London, United Kingdom.; Department of Cardiothoracic Surgery, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Casula+R%22">Casula R</searchLink>; Department of Cardiothoracic Surgery, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Pernice+V%22">Pernice V</searchLink>; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Salardino+M%22">Salardino M</searchLink>; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Zaccone+G%22">Zaccone G</searchLink>; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Zlahoda-Huzior+A%22">Zlahoda-Huzior A</searchLink>; Simhub, Virmed, Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Dudek+D%22">Dudek D</searchLink>; Center for Digital Medicine and Robotics, Jagiellonian University Medical College, Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Milo+S%22">Milo S</searchLink>; Department of Radiology, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Speziale+G%22">Speziale G</searchLink>; Department of Cardiovascular Surgery, Maria Eleonora Hospital, GVM Care&Research, Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Fattouch+K%22">Fattouch K</searchLink>; Kore University of Medicine, Enna, Italy. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918540787006676%22">Interdisciplinary cardiovascular and thoracic surgery</searchLink> [Interdiscip Cardiovasc Thorac Surg] 2026 May 15. <i>Date of Electronic Publication: </i>2026 May 15. – 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="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9918540787006676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2753-670X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222753670X%22">2753670X </searchLink><i>NLM ISO Abbreviation: </i>Interdiscip Cardiovasc Thorac Surg <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42143615 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/icvts/ivag144 Languages: – Code: eng Text: English Titles: – TitleFull: Interpretable machine learning using accumulated local effects to characterise predictors of subclinical leaflet thrombosis after self-expanding transcatheter aortic valve implantation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Moscarelli M – PersonEntity: Name: NameFull: Athanasiou T – PersonEntity: Name: NameFull: Casula R – PersonEntity: Name: NameFull: Pernice V – PersonEntity: Name: NameFull: Salardino M – PersonEntity: Name: NameFull: Zaccone G – PersonEntity: Name: NameFull: Zlahoda-Huzior A – PersonEntity: Name: NameFull: Dudek D – PersonEntity: Name: NameFull: Milo S – PersonEntity: Name: NameFull: Speziale G – PersonEntity: Name: NameFull: Fattouch K IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 05 Text: 2026 May 15 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2753-670X Titles: – TitleFull: Interdisciplinary cardiovascular and thoracic surgery Type: main |
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