3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks. - Tal Mezheritsky; Liset Vázquez Romaguera; Samuel Kadoury (ISBI, 2020)

3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications. - Hongliang Li; Tal Mezheritsky; Liset Vázquez Romaguera; Samuel Kadoury (CoRR, 2020)

Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Samuel Kadoury (MICCAI (4), 2021)

Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Rihab Mansour; William Tanguay; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2021)

Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Rihab Mansour; Jean-François Carrier; Samuel Kadoury (Medical Image Anal., 2021)

Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. - Tal Mezheritsky; Liset Vázquez Romaguera; William Le; Samuel Kadoury (Medical Image Anal., 2022)