Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks. - Liset Vázquez Romaguera; Marly Guimarães Fernandes Costa; Francisco Perdigón Romero; Cicero Ferreira Fernandes Costa Filho (Computer-Aided Diagnosis, 2017)

Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks. - Liset Vázquez Romaguera; Francisco Perdigón Romero; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (Biomed. Signal Process. Control., 2018)

Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions. - Liset Vázquez Romaguera; Rosalie Plantefève; Samuel Kadoury (Image-Guided Procedures, 2019)

Automatic self-gated 4D-MRI construction from free-breathing 2D acquisitions applied on liver images. - Liset Vázquez Romaguera; Nils Olofsson; Rosalie Plantefève; Elodie Lugez; Jacques A. de Guise; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2019)

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)

Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. - Liset Vázquez Romaguera; Rosalie Plantefève; Francisco Perdigón Romero; François Hébert; Jean-François Carrier; Samuel Kadoury (Medical Image Anal., 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)

Pupil Center Detection Approaches: A Comparative Analysis. - Talía Vázquez Romaguera; Liset Vázquez Romaguera; David Castro Piñol; Carlos Román Vázquez-Seisdedos (Computación y Sistemas, 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)

Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories. - Rihab Mansour; Liset Vázquez Romaguera; Catherine Huet; Ahmed Bentridi; Kim-Nhien Vu; Jean-Sébastien Billiard; Guilllaume Gilbert; An Tang; Samuel Kadoury (Medical Biol. Eng. Comput., 2022)

Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories. - Rihab Mansour; Liset Vázquez Romaguera; Catherine Huet; Ahmed Bentridi; Kim-Nhien Vu; Jean-Sébastien Billiard; Guilllaume Gilbert; An Tang; Samuel Kadoury (Medical Biol. Eng. Comput., 2022)

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)

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction. - Matej Gazda; Peter Drotár; Liset Vázquez Romaguera; Samuel Kadoury (ISBI, 2023)

Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. - Emilie Ouraou; Liset Vázquez Romaguera; Marion Tonneau; Houda Bahig; Samuel Kadoury (Image-Guided Procedures, 2023)

Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking. - Liset Vázquez Romaguera; Stephanie Alley; Jean-François Carrier; Samuel Kadoury (IEEE Trans. Medical Imaging, 2023)

Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations. - Sylvain Thibeault; Liset Vázquez Romaguera; Samuel Kadoury (MICCAI (6), 2024)