CT angiography-based radiomics as a tool for carotid plaque characterization: a pilot study.

Savino CillaGabriella MacchiaJacopo LenkowiczElena H TranAntonio PierroLella PetrellaMara FanelliCelestino SarduAlessia ReLuca BoldriniLuca IndovinaCarlo Maria De FilippoEugenio CaradonnaFrancesco DeodatoMassimo MassettiVincenzo ValentiniPietro Modugno

Published in: La Radiologia medica (2022)

This pilot study highlighted the potential of CTA-based radiomics and machine learning to discriminate plaque composition. This new approach has the potential to provide a reliable method to improve risk stratification in patients with carotid atherosclerosis.

Keyphrases

machine learning
coronary artery disease
lymph node metastasis
cardiovascular disease
contrast enhanced
human health
squamous cell carcinoma
magnetic resonance imaging
type diabetes
magnetic resonance