Radiomics Feature Extraction from Ultrasound B-Mode Images and Radio-Frequency Signals of the Carotid Arterial Wall: A Feasibility Study

Radiomics Feature Extraction from Ultrasound B-Mode Images and Radio-Frequency Signals of the Carotid Arterial Wall: A Feasibility Study

Abstract Background Carotid ultrasound is largely used to assess arterial aging. Radiomics (quantitative imaging feature analysis) applied on ultrasound may allow characterizing wall ultrastructure and arterial ageing. However, to date its application to the intima–media (IM) complex is unexplored....

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Bibliographic Details
Main Authors: Maryam Jadoon, Federica Poli, Pierre Boutouyrie, Hakim Khettab, Elisabetta Bianchini, Francesco Faita, Xavier Jouven, Jean Philippe Empana, Rosa Maria Bruno
Format: Article
Language:English
Published: BMC 2025-03-01
Series:Artery Research
Subjects:
Vascular aging
Carotid radiomics
Arterial stiffness
Radio-frequency ultrasound
Machine learning
Online Access:https://doi.org/10.1007/s44200-025-00076-w
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https://doi.org/10.1007/s44200-025-00076-w

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