Deep learning for ECG-based cardiovascular disease diagnosis: a systematic review and meta-analysis.
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| Title: | Deep learning for ECG-based cardiovascular disease diagnosis: a systematic review and meta-analysis. |
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| Authors: | Bulbul, Abdullah Al-Mamun1, a.bulbul@uq.edu.au, Awal, Md. Abdul2,3, MdAbdul.Awal@unisq.edu.au, Mahendran, Niruthikha1, n.mahendran@uq.edu.au, Islam, Sheikh Mohammed Shariful4, sssharifu@ttu.edu, Pogrebna, Ganna5, g.pogrebna@qub.ac.uk, Ross, Allen G.6, a.ross@ajman.ac.ae, Moni, Mohammad Ali7,8,9, mmoni@csu.edu.au |
| Source: | Artificial Intelligence Review; Jun2026, Vol. 59 Issue 6, p1-42, 42p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 194216099 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Deep learning for ECG-based cardiovascular disease diagnosis: a systematic review and meta-analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Bulbul%2C+Abdullah+Al-Mamun%22">Bulbul, Abdullah Al-Mamun</searchLink><relatesTo>1</relatesTo>, <i>a.bulbul@uq.edu.au</i><br /><searchLink fieldCode="AU" term="%22Awal%2C+Md%2E+Abdul%22">Awal, Md. Abdul</searchLink><relatesTo>2,3</relatesTo>, <i>MdAbdul.Awal@unisq.edu.au</i><br /><searchLink fieldCode="AU" term="%22Mahendran%2C+Niruthikha%22">Mahendran, Niruthikha</searchLink><relatesTo>1</relatesTo>, <i>n.mahendran@uq.edu.au</i><br /><searchLink fieldCode="AU" term="%22Islam%2C+Sheikh+Mohammed+Shariful%22">Islam, Sheikh Mohammed Shariful</searchLink><relatesTo>4</relatesTo>, <i>sssharifu@ttu.edu</i><br /><searchLink fieldCode="AU" term="%22Pogrebna%2C+Ganna%22">Pogrebna, Ganna</searchLink><relatesTo>5</relatesTo>, <i>g.pogrebna@qub.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Ross%2C+Allen+G%2E%22">Ross, Allen G.</searchLink><relatesTo>6</relatesTo>, <i>a.ross@ajman.ac.ae</i><br /><searchLink fieldCode="AU" term="%22Moni%2C+Mohammad+Ali%22">Moni, Mohammad Ali</searchLink><relatesTo>7,8,9</relatesTo>, <i>mmoni@csu.edu.au</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Jun2026, Vol. 59 Issue 6, p1-42, 42p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194216099 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10462-025-11479-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 42 StartPage: 1 Titles: – TitleFull: Deep learning for ECG-based cardiovascular disease diagnosis: a systematic review and meta-analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Bulbul, Abdullah Al-Mamun – PersonEntity: Name: NameFull: Awal, Md. Abdul – PersonEntity: Name: NameFull: Mahendran, Niruthikha – PersonEntity: Name: NameFull: Islam, Sheikh Mohammed Shariful – PersonEntity: Name: NameFull: Pogrebna, Ganna – PersonEntity: Name: NameFull: Ross, Allen G. – PersonEntity: Name: NameFull: Moni, Mohammad Ali IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 02692821 Numbering: – Type: volume Value: 59 – Type: issue Value: 6 Titles: – TitleFull: Artificial Intelligence Review Type: main |
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