Reflections on ultrasound image analysis

Ultrasound Image Analysis advances have been made (from top left, clockwise) in understanding of ultrasound feature extraction, multi-modality registration involving ultrasound (here fetal MRI and fetal ultrasound), ultrasound-based biomarker discovery using machine learning, ultrasound tissue characterization, and organ tracking in 3D and 2D ultrasound using multiple and single scans respectively. All examples taken from research findings published in Medical Image Analysis journal.