Prof. Dr.-Ing. Yan Xia

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

Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data (2024) Wu K, Xia Y, Ravikumar N, Frangi AF Journal article Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology (2024) Bonazzola R, Ferrante E, Ravikumar N, Xia Y, Keavney B, Plein S, Syeda-Mahmood T, Frangi AF Journal article Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels (2024) Lin F, Xia Y, Ravikumar N, Liu Q, MacRaild M, Frangi AF Conference contribution SegMorph: Concurrent Motion Estimation and Segmentation for Cardiac MRI Sequences (2024) Bi N, Zakeri A, Xia Y, Cheng N, Taylor ZA, Frangi AF, Gooya A Journal article GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation (2024) Lin F, Xia Y, Macraild M, Deo Y, Dou H, Liu Q, Cheng N, et al. Conference contribution Unsupervised Domain Adaptation for Brain Vessel Segmentation Through Transwarp Contrastive Learning (2024) Lin F, Xia Y, Deo Y, Macraild M, Dou H, Liu Q, Wu K, et al. Conference contribution Hemodynamics of thrombus formation in intracranial aneurysms: An in silico observational study (2023) Liu Q, Sarrami-Foroushani A, Wang Y, MacRaild M, Kelly C, Lin F, Xia Y, et al. Journal article Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials (2023) Xia Y, Ravikumar N, Lassila T, Frangi AF Journal article A monolithic optimal control method for displacement tracking of Cosserat rod with application to reconstruction of C. elegans locomotion (2023) Wang Y, Ranner T, Ilett TP, Xia Y, Cohen N Journal article High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning (2023) Lin F, Xia Y, Song S, Ravikumar N, Frangi AF Journal article