3 citations · 4 across the 3 of their papers we have counts for
3 papers
eess.SP2024★ 3 cited
HyPer-EP: Meta-Learning Hybrid Personalized Models for Cardiac Electrophysiology
Xiajun Jiang, Sumeet Vadhavkar, Yubo Ye +3
Personalized virtual heart models have demonstrated increasing potential for clinical use, although the estimation of their parameters given patient-specific data remain a challeng…
cs.LG2024
Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework
Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang +3
Modern applications increasingly require unsupervised learning of latent dynamics from high-dimensional time-series. This presents a significant challenge of identifiability: many…
eess.IV2024★ 1 cited
LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration
Dingrong Wang, Soheil Azadvar, Jon Heiselman +3
The surgical environment imposes unique challenges to the intraoperative registration of organ shapes to their preoperatively-imaged geometry. Biomechanical model-based registratio…