A New Deep Learning Network for Mitigating Limited-view and Under-sampling Artifacts in Ring-shaped Photoacoustic Tomography
Huijuan Zhang, Hongyu Li, Nikhila Nyayapathi, Depeng Wang, Alisa Le, Leslie Ying, Jun Xia
Topics & Concepts
TransducerImaging phantomComputer sciencePhotoacoustic tomographyConvolutional neural networkIterative reconstructionDeep learningTomographySampling (signal processing)Compressed sensingArtificial intelligencePhotoacoustic imaging in biomedicineImage qualityComputer visionAcousticsOpticsImage (mathematics)PhysicsFilter (signal processing)Photoacoustic and Ultrasonic ImagingThermography and Photoacoustic TechniquesOptical Imaging and Spectroscopy Techniques