Ryan Missel - RankMe

16 papers A* 4Journal 6Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt. ICLR Ryan Missel, Linwei Wang
2025	—	`conf`	Meta-learning Physics-Informed Neural Networks for Personalized Cardiac Modeling. MICCAI (1) Maryam Toloubidokhti, Ryan Missel, Shichang Lian, Linwei Wang
2024	A*	`conf`	DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks. ICLR Maryam Toloubidokhti, Yubo Ye, Ryan Missel, Xiajun Jiang, Nilesh Kumar, Ruby Shrestha, Linwei Wang
2024	J	`jnl`	HyPer-EP: Meta-Learning Hybrid Personalized Models for Cardiac Electrophysiology. CoRR Xiajun Jiang, Sumeet Vadhavkar, Yubo Ye, Maryam Toloubidokhti, Ryan Missel, Linwei Wang
2024	J	`jnl`	Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. IEEE Trans. Medical Imaging Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Karli Gillette, Anton J. Prassl, Gernot Plank, B. Milan Horácek, John L. Sapp, Linwei Wang
2024	J	`jnl`	Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework. CoRR Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang, Ryan Missel, Huafeng Liu, Linwei Wang
2023	—	`conf`	A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction. CinC Ryan Missel, Jesdin Raphael, Christopher M. Haggerty, Dustin N. Hartzel, Jeffery Ruhl, Brandon K. Fornwalt, Linwei Wang
2023	A*	`conf`	Continual Unsupervised Disentangling of Self-Organizing Representations. ICLR Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang
2023	—	`conf`	Novel In-Home Cardiac Monitoring for Heart Failure Patients. CinC Bipin Lekhak, Ryan Missel, Dillon Dzikowicz, Solomiya Rachynska, Wojciech Zareba, Linwei Wang
2023	A*	`conf`	Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting. ICLR Xiajun Jiang, Ryan Missel, Zhiyuan Li, Linwei Wang
2022	—	`conf`	Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. MICCAI (8) Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	J	`jnl`	Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning. CoRR Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	—	`conf`	Neural State-Space Modeling with Latent Causal-Effect Disentanglement. MLMI@MICCAI Maryam Toloubidokhti, Ryan Missel, Xiajun Jiang, Niels Otani, Linwei Wang
2022	J	`jnl`	Neural State-Space Modeling with Latent Causal-Effect Disentanglement. CoRR Maryam Toloubidokhti, Ryan Missel, Xiajun Jiang, Niels Otani, Linwei Wang
2021	—	`conf`	Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling. MICCAI (6) Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Zhiyuan Li, Omar Gharbia, John L. Sapp, Linwei Wang
2020	J	`jnl`	A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms. Comput. Biol. Medicine Ryan Missel, Prashnna K. Gyawali, Jaideep Vitthal Murkute, Zhiyuan Li, Shijie Zhou, Amir AbdelWahab, Jason Davis, James Warren, John L. Sapp, Linwei Wang