Learning a Probabilistic Model for Diffeomorphic Registration - Krebs, Julian; Delingette, Herve; Mailhe, Boris; Ayache, Nicholas; Mansi, Tommaso (IEEE transactions on medical imaging, 2019)
Keywords: Algorithms; Artificial Intelligence; Computational modeling; Computer Science; Computer Vision and Pattern Recognition; conditional variational autoencoder; Deep Learning; Deformable models; Deformable registration; Deformation; deformation transport; Estimation; Forecasting; Heart - diagnostic imaging; Humans; Image Processing, Computer-Assisted - methods; Image registration; latent variable model; Machine Learning; Magnetic Resonance Imaging, Cine; Medical Imaging; Metric space; Models, Statistical; Multiscale analysis; probabilistic encoding; Probabilistic logic; Probabilistic models; Registration; Regularization; Strain; Training; Transport; Velocity distribution; conditional variational autoencoder; deep learning; probabilistic encoding; deformation transport; latent variable model; deformable registration