PerceptFlow: Real-Time Ultrafast Doppler Image Enhancement Using Deep Convolutional Neural Network and Perceptual Loss - Blons, Matthieu; Deffieux, Thomas; Osmanski, Bruno-Félix; Tanter, Mickaël; Berthon, Béatrice (Ultrasound in medicine & biology, 2023)
Keywords: Animals; Bioengineering; Computer Science; Convolutional neural network; Deep learning; Doppler imaging; Image enhancement; Image Enhancement - methods; Image Processing, Computer-Assisted - methods; Imaging; Life Sciences; Medical Imaging; Mice; Neural and Evolutionary Computing; Neural Networks, Computer; Normal Distribution; Perceptual loss; Radiology; Signal-To-Noise Ratio; Ultrasonography, Doppler - methods; Deep learning; Doppler imaging; Perceptual loss; Convolutional neural network; Image enhancement