Cardiovascular disease/stroke risk stratification in deep learning framework: a review.
Bhagawati M, Paul S, Agarwal S, Protogeron A, Sfikakis PP, Kitas GD, Khanna NN, Ruzsa Z, Sharma AM, Tomazu O, Turk M, Faa G, Tsoulfas G, Laird JR, Rathore V, Johri AM, Viskovic K, Kalra M, Balestrieri A, Nicolaides A, Singh IM, Chaturvedi S, Paraskevas KI, Fouda MM, Saba L, Suri JS.
Bhagawati M, et al.
Cardiovasc Diagn Ther. 2023 Jun 30;13(3):557-598. doi: 10.21037/cdt-22-438. Epub 2023 Jun 5.
Cardiovasc Diagn Ther. 2023.
PMID: 37405023
Free PMC article.
Review.
The surrogate carotid ultrasound image was mostly used in the UNet-based DL framework for arterial wall segmentation. Ground truth (GT) selection is vital for reducing the risk of bias (RoB) for CVD risk stratification. ...
The surrogate carotid ultrasound image was mostly used in the UNet-based DL framework for arterial wall segmentation. Ground truth (G …