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Explainable retinal deep learning for cardiovascular risk stratification: a multiple modality analysis framework with vascular-centric interpretability and robustness.

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Title: Explainable retinal deep learning for cardiovascular risk stratification: a multiple modality analysis framework with vascular-centric interpretability and robustness.
Authors: Sathya K; School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, India., Magesh G; School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, India. magesh.g@vit.ac.in.
Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 May 11; Vol. 26 (1). Date of Electronic Publication: 2026 May 11.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Explainable retinal deep learning for cardiovascular risk stratification: a multiple modality analysis framework with vascular-centric interpretability and robustness.
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  Data: <searchLink fieldCode="AU" term="%22Sathya+K%22">Sathya K</searchLink>; School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, India.<br /><searchLink fieldCode="AU" term="%22Magesh+G%22">Magesh G</searchLink>; School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, India. magesh.g@vit.ac.in.
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  Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2026 May 11; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 May 11.
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42115996
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        Value: 10.1186/s12911-026-03516-y
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        Text: English
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      – TitleFull: Explainable retinal deep learning for cardiovascular risk stratification: a multiple modality analysis framework with vascular-centric interpretability and robustness.
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            NameFull: Sathya K
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            NameFull: Magesh G
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            – D: 11
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              Text: 2026 May 11
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              Y: 2026
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