Complex Convolutional Neural Networks for Ultrafast Ultrasound Imaging Reconstruction from In-Phase/Quadrature Signal

Jingfeng Lu , Fabien Millioz (1) , Damien Garcia (2) , Sebastien Salles , Dong Ye , Denis Friboulet (1)

1 MYRIAD - Modeling & analysis for medical imaging and Diagnosis
2 Imagerie Ultrasonore

Domaines: Imagerie médicale; Cardiologie et système cardiovasculaire; Traitement du signal et de l'image [eess.SP]; Dynamique des Fluides [physics.flu-dyn]

Jingfeng Lu, Fabien Millioz, Damien Garcia, Sebastien Salles, Dong Ye, et al.. Complex Convolutional Neural Networks for Ultrafast Ultrasound Imaging Reconstruction from In-Phase/Quadrature Signal. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2022, 69 (2), pp.592-603. ⟨10.1109/TUFFC.2021.3127916⟩. ⟨hal-03538669⟩