Ryan Missel

According to our database, Ryan Missel authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging.

Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Karli Gillette, Anton J. Prassl, Gernot Plank, B. Milan Horácek, John L. Sapp, Linwei Wang

IEEE Trans. Medical Imaging, August, 2024

HyPer-EP: Meta-Learning Hybrid Personalized Models for Cardiac Electrophysiology.

Xiajun Jiang, Sumeet Vadhavkar, Yubo Ye, Maryam Toloubidokhti, Ryan Missel, Linwei Wang

CoRR, 2024

Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework.

Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang, Ryan Missel, Huafeng Liu, Linwei Wang

CoRR, 2024

DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks.

Maryam Toloubidokhti, Yubo Ye, Ryan Missel, Xiajun Jiang, Nilesh Kumar, Ruby Shrestha, Linwei Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Continual Unsupervised Disentangling of Self-Organizing Representations.

Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting.

Xiajun Jiang, Ryan Missel, Zhiyuan Li, Linwei Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction.

Ryan Missel, Jesdin Raphael, Christopher M. Haggerty, Dustin N. Hartzel, Jeffery Ruhl, Brandon K. Fornwalt, Linwei Wang

Proceedings of the Computing in Cardiology, 2023

Novel In-Home Cardiac Monitoring for Heart Failure Patients.

Bipin Lekhak, Ryan Missel, Dillon Dzikowicz, Solomiya Rachynska, Wojciech Zareba, Linwei Wang

Proceedings of the Computing in Cardiology, 2023

2022

Neural State-Space Modeling with Latent Causal-Effect Disentanglement.

Maryam Toloubidokhti, Ryan Missel, Xiajun Jiang, Niels Otani, Linwei Wang

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms.

Ryan Missel, Prashnna K. Gyawali, Jaideep Vitthal Murkute, Zhiyuan Li, Shijie Zhou, Amir AbdelWahab, Jason Davis, James Warren, John L. Sapp, Linwei Wang

Comput. Biol. Medicine, 2020