Enhancing intima-media complex segmentation with a multi-stage feature fusion-based novel deep learning framework
Cardiovascular diseases are a leading cause of mortality worldwide. This study introduces
an innovative end-to-end pipeline for automated measurement of Carotid Intima-Media …
an innovative end-to-end pipeline for automated measurement of Carotid Intima-Media …
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study
The intima-media thickness (IMT) is an important parameter for evaluating cardiovascular
disease risk and progression and can be extracted from B-mode longitudinal ultrasound …
disease risk and progression and can be extracted from B-mode longitudinal ultrasound …
Innovative temporal loss function for segmentation of fine structures in ultrasound images
F Marzola, KM Meiburger… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Over the past few years, there have been significant advancements in deep learning
architectures for semantic segmentation. However, the performance of these models heavily …
architectures for semantic segmentation. However, the performance of these models heavily …