Morphology-keyed secure representation learning for privacy-preserving ECG arrhythmia classification and signal recovery.
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| Title: | Morphology-keyed secure representation learning for privacy-preserving ECG arrhythmia classification and signal recovery. |
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| Authors: | Sumathi S; Department of Electronics and Communication Engineering, Velammal Engineering College, Chennai, 600066, India. sumathisecevec@gmail.com., Santhia RK; Department of Computer Science, Pondicherry University, Puducherry, 605014, India., Vijila SA; Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Tirunelveli, 627012, India., Manoharan JS; Department of Biomedical Engineering, Jerusalem College of Engineering, Chennai, 600100, India. |
| Source: | Scientific reports [Sci Rep] 2026 Jul 12. Date of Electronic Publication: 2026 Jul 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42437813 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Morphology-keyed secure representation learning for privacy-preserving ECG arrhythmia classification and signal recovery. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Sumathi+S%22">Sumathi S</searchLink>; Department of Electronics and Communication Engineering, Velammal Engineering College, Chennai, 600066, India. sumathisecevec@gmail.com.<br /><searchLink fieldCode="AU" term="%22Santhia+RK%22">Santhia RK</searchLink>; Department of Computer Science, Pondicherry University, Puducherry, 605014, India.<br /><searchLink fieldCode="AU" term="%22Vijila+SA%22">Vijila SA</searchLink>; Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Tirunelveli, 627012, India.<br /><searchLink fieldCode="AU" term="%22Manoharan+JS%22">Manoharan JS</searchLink>; Department of Biomedical Engineering, Jerusalem College of Engineering, Chennai, 600100, India. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Jul 12. <i>Date of Electronic Publication: </i>2026 Jul 12. – 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="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42437813 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-60631-6 Languages: – Code: eng Text: English Titles: – TitleFull: Morphology-keyed secure representation learning for privacy-preserving ECG arrhythmia classification and signal recovery. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sumathi S – PersonEntity: Name: NameFull: Santhia RK – PersonEntity: Name: NameFull: Vijila SA – PersonEntity: Name: NameFull: Manoharan JS IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 07 Text: 2026 Jul 12 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2045-2322 Titles: – TitleFull: Scientific reports Type: main |
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