| 2022 | MICCAI | Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. | Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang |
| 2021 | MICCAI | Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling. | Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Zhiyuan Li, Omar Gharbia, John L. Sapp, Linwei Wang |
| 2019 | ICDM | Improving Disentangled Representation Learning with the Beta Bernoulli Process. | Prashnna K. Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horcek, John L. Sapp, Linwei Wang |
| 2019 | MICCAI | Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. | Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horcek, Linwei Wang |
| 2018 | AAAI | Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia. | Prashnna K. Gyawali, B. Milan Horcek, John L. Sapp, Linwei Wang |
| 2018 | MICCAI | High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. | Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horcek, Linwei Wang |
| 2018 | MICCAI | Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. | Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang |
| 2017 | MICCAI | A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. | Sandesh Ghimire, John L. Sapp, Milan Horacek, Linwei Wang |
| 2016 | MICCAI | Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models. | Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang |
| 2015 | MICCAI | Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. | Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Milan Horacek, Linwei Wang |
| 2014 | MICCAI | Variational Bayesian Electrophysiological Imaging of Myocardial Infarction. | Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang |