Julie K. Shade

Preprocedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation

Julie K. Shade, Rheeda L. Ali, Dante Basile et al. · Circulation Arrhythmia and Electrophysiology · 2020 · 105 citations · Full text

Medicine, Cardiology, Computer Science +17

Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart

Dan M. Popescu, Julie K. Shade, Changxin Lai et al. · Nature Cardiovascular Research · 2022 · 93 citations · Full text

Computing, Cardiology, Computer Science +17

Predicting risk of sudden cardiac death in patients with cardiac sarcoidosis using multimodality imaging and personalized heart modeling in a multivariable classifier

Julie K. Shade, Adityo Prakosa, Dan M. Popescu et al. · Science Advances · 2021 · 72 citations · Full text

Medicine, Cardiology, Internal Medicine +17

Ventricular arrhythmia risk prediction in repaired Tetralogy of Fallot using personalized computational cardiac models

Julie K. Shade, Mark Cartoski, Plamen Nikolov et al. · Heart Rhythm · 2019 · 55 citations · Full text

Medicine, Biomedical Informatics, Cardiology +16

Machine learning guided structure function predictions enable in silico nanoparticle screening for polymeric gene delivery

Dennis Gong, Elana Ben‐Akiva, Arshdeep Singh et al. · Acta Biomaterialia · 2022 · 54 citations · Full text

Pharmacy, Biotechnology, Molecular Pharmaceutics +16