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Radiomic Carotid Plaque Features Integrated into Machine Learning Models for Cardiovascular Risk Prediction.

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Title: Radiomic Carotid Plaque Features Integrated into Machine Learning Models for Cardiovascular Risk Prediction.
Authors: Hu R; Department of Medicine, University of British Columbia, Vancouver, Canada., Mojtahedi R; School of Computing, Queen's University, Kingston, Canada., Duli E; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada., Hétu MF; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada., Mantella L; Department of Internal Medicine, University of Toronto. Toronto, Canada., Simpson AL; School of Computing, Queen's University, Kingston, Canada; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Canada., Blaha MJ; School of Medicine, Johns Hopkins University, Baltimore, USA., Barwell T; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada., Liblik K; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada., Suri JS; Stroke Diagnosis & Monitoring Division, AtheroPoint™, Roseville, CA, USA., Johri AM; Department of Medicine, Division of Cardiology, CINQ, Queen's University, Kingston, Canada. Electronic address: amerschedule@gmail.com.
Source: Ultrasound in medicine & biology [Ultrasound Med Biol] 2026 Jun 12. Date of Electronic Publication: 2026 Jun 12.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: England NLM ID: 0410553 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-291X (Electronic) Linking ISSN: 03015629 NLM ISO Abbreviation: Ultrasound Med Biol Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Hu+R%22">Hu R</searchLink>; Department of Medicine, University of British Columbia, Vancouver, Canada.<br /><searchLink fieldCode="AU" term="%22Mojtahedi+R%22">Mojtahedi R</searchLink>; School of Computing, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Duli+E%22">Duli E</searchLink>; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Hétu+MF%22">Hétu MF</searchLink>; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Mantella+L%22">Mantella L</searchLink>; Department of Internal Medicine, University of Toronto. Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Simpson+AL%22">Simpson AL</searchLink>; School of Computing, Queen's University, Kingston, Canada; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Blaha+MJ%22">Blaha MJ</searchLink>; School of Medicine, Johns Hopkins University, Baltimore, USA.<br /><searchLink fieldCode="AU" term="%22Barwell+T%22">Barwell T</searchLink>; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Liblik+K%22">Liblik K</searchLink>; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Canada.<br /><searchLink fieldCode="AU" term="%22Suri+JS%22">Suri JS</searchLink>; Stroke Diagnosis & Monitoring Division, AtheroPoint™, Roseville, CA, USA.<br /><searchLink fieldCode="AU" term="%22Johri+AM%22">Johri AM</searchLink>; Department of Medicine, Division of Cardiology, CINQ, Queen's University, Kingston, Canada. Electronic address: amerschedule@gmail.com.
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      – TitleFull: Radiomic Carotid Plaque Features Integrated into Machine Learning Models for Cardiovascular Risk Prediction.
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              Text: 2026 Jun 12
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