Generative Models for Reproducible Coronary Calcium Scoring

Purpose: Coronary artery calcium (CAC) score, i.e. the amount of CAC quantified in CT, is a strong and independent predictor of coronary heart disease (CHD) events. However, CAC scoring suffers from limited interscan reproducibility, which is mainly due to the clinical definition requiring applicati...

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Veröffentlicht in:	arXiv.org 2022-05
Hauptverfasser:	Sanne G M van Velzen, de Vos, Bob D, Noothout, Julia M H, Verkooijen, Helena M, Viergever, Max A, Išgum, Ivana
Format:	Artikel
Sprache:	eng
Schlagworte:	Calcium Cardiovascular disease Computer Science - Computer Vision and Pattern Recognition Correlation coefficients Generative adversarial networks Health services Heart diseases Image segmentation Medical imaging Radiation therapy Reproducibility
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