Super-resolution Ultrasound Localization Microscopy through Deep Learning

20 Apr 2018Ruud J. G. van SlounOren SolomonMatthew BruceZin Z. KhaingHessel WijkstraYonina C. EldarMassimo Mischi

Ultrasound localization microscopy has enabled super-resolution vascular imaging through precise localization of individual ultrasound contrast agents (microbubbles) across numerous imaging frames. However, analysis of high-density regions with significant overlaps among the microbubble point spread responses yields high localization errors, constraining the technique to low-concentration conditions... (read more)

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