Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound

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 has recently been used to enable imaging with unprecedented subwavelength spatial resolution by relying on super-resolu...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on medical imaging 2020-04, Vol.39 (4), p.1051-1063
Hauptverfasser:	Solomon, Oren, Cohen, Regev, Zhang, Yi, Yang, Yi, He, Qiong, Luo, Jianwen, van Sloun, Ruud J. G., Eldar, Yonina C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Animals Blood Brain - blood supply Brain - diagnostic imaging Clutter Computer simulation Contrast Media Deep unfolding Doppler effect Image contrast Image Processing, Computer-Assisted - methods Image quality Imaging inverse problems Iterative algorithms Iterative methods Machine learning Magnetic resonance imaging Microbubbles neural network Neuroimaging Principal component analysis Principal Component Analysis - methods Principal components analysis Radiation Rats robust PCA Robustness Sparse matrices Spatial discrimination Spatial resolution Tissues Ultrasonic imaging Ultrasonography - methods Ultrasound ultrasound imaging
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!