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Unrolled Optimization via Physics-Assisted Convolutional Neural Network for MR-Based Electrical Properties Tomography: A Numerical Investigation

Unrolled Optimization via Physics-Assisted Convolutional Neural Network for MR-Based Electrical Properties Tomography: A Numerical Investigation 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Magnetic Resonance imaging based Electrical Properties Tomography (MR-EPT) is a non-invasive technique that measures the electrical properties (EPs) of biological tissues. In this work, we present and numerically investigate the… read more

FetSAM: Advanced Segmentation Techniques for Fetal Head Biometrics in Ultrasound Imagery

FetSAM: Advanced Segmentation Techniques for Fetal Head Biometrics in Ultrasound Imagery 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: FetSAM represents a cutting-edge deep learning model aimed at revolutionizing fetal head ultrasound segmentation, thereby elevating prenatal diagnostic precision. Methods: Utilizing a comprehensive dataset–the largest to date for fetal… read more