Prof. Dr.-Ing. Yan Xia

Professur für Artificial Intelligence in Orthodontics Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale (2022) Xia Y, Chen X, Ravikumar N, Kelly C, Attar R, Aung N, Neubauer S, et al. Journal article Learning to complete incomplete hearts for population analysis of cardiac MR images (2022) Xia Y, Ravikumar N, Frangi AF Journal article Image imputation in cardiac MRI and quality assessment (2022) Xia Y, Ravikumar N, Frangi AF Authored book Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds (2021) Chen X, Ravikumar N, Xia Y, Attar R, Diaz-Pinto A, Piechnik SK, Neubauer S, et al. Journal article Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning (2021) Xia Y, Ravikumar N, Greenwood JP, Neubauer S, Petersen SE, Frangi AF Journal article PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography (2021) Geng M, Tian Z, Jiang Z, You Y, Feng X, Xia Y, Yang K, et al. Journal article Recovering from missing data in population imaging – Cardiac MR image imputation via conditional generative adversarial nets (2021) Xia Y, Zhang L, Ravikumar N, Attar R, Piechnik SK, Neubauer S, Petersen SE, Frangi AF Journal article A Deep Discontinuity-Preserving Image Registration Network (2021) Chen X, Xia Y, Ravikumar N, Frangi AF Conference contribution Computed Tomography (2018) Taubmann O, Berger M, Bögel M, Xia Y, Balda M, Maier A Book chapter / Article in edited volumes Restoration of Missing Data in Limited Angle Tomography Based on Helgason-Ludwig Consistency Conditions (2017) Huang Y, Huang X, Taubmann O, Xia Y, Haase V, Hornegger J, Lauritsch G, Maier A Journal article, Original article