304 citations · 457 across the 6 of their papers we have counts for
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An Ultra-Fast Method for Simulation of Realistic Ultrasound Images
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
Convolutional neural networks (CNNs) have attracted a rapidly growing interest in a variety of different processing tasks in the medical ultrasound community. However, the performa…
Ultrasound Domain Adaptation Using Frequency Domain Analysis
Mostafa Sharifzadeh, Ali K. Z. Tehrani, Habib Benali +1
A common issue in exploiting simulated ultrasound data for training neural networks is the domain shift problem, where the trained models on synthetic data are not generalizable to…
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
While accuracy is an evident criterion for ultrasound image segmentation, output consistency across different tests is equally crucial for tracking changes in regions of interest i…