5 papers
Compressed Ultrasound Imaging:from Sub-Nyquist Rates to Super-Resolution
Oded Drori, Alon Mamistvalov, Oren Solomon +1
The multi-billion dollar, worldwide medical ultrasound (US) market continues to grow annually. Its non-ionizing nature, real-time capabilities and relatively low cost, compared to…
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI
Jinyoung Kim, Remi Patriat, Jordan Kaplan +2
Deep cerebellar nuclei are a key structure of the cerebellum that are involved in processing motor and sensory information. It is thus a crucial step to accurately segment deep cer…
Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound
Oren Solomon, Regev Cohen, Yi Zhang +5
Contrast enhanced ultrasound is a radiation-free imaging modality which uses encapsulated gas microbubbles for improved visualization of the vascular bed deep within the tissue. It…
Exploiting flow dynamics for super-resolution in contrast-enhanced ultrasound
Oren Solomon, Ruud J. G. van Sloun, Hessel Wijkstra +2
Ultrasound localization microscopy offers new radiation-free diagnostic tools for vascular imaging deep within the tissue. Sequential localization of echoes returned from inert mic…
Super-resolution Ultrasound Localization Microscopy through Deep Learning
Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce +4
Ultrasound localization microscopy has enabled super-resolution vascular imaging through precise localization of individual ultrasound contrast agents (microbubbles) across numerou…