Rocío Cabrera Lozoya

Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition

Ján Margeta, Antonio Criminisi, Rocío Cabrera Lozoya et al. · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 2015 · 91 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes

Stéphanie Marchesseau, Hervé Delingette, Maxime Sermesant et al. · Medical Image Analysis · 2013 · 71 citations · Full text

State Estimation, Regional Volumes, Nonlinear System Identification +10

Spatial correlation of action potential duration and diastolic dysfunction in transgenic and drug-induced LQT2 rabbits

Katja E. Odening, Bernd Jung, Corinna N. Lang et al. · Heart Rhythm · 2013 · 45 citations

Heart Failure, Spatial Correlation, Medicine +8

Model-Based Feature Augmentation for Cardiac Ablation Target Learning From Images

Rocío Cabrera Lozoya, Benjamin Berte, Hubert Cochet et al. · IEEE Transactions on Biomedical Engineering · 2018 · 31 citations · Full text

Biophysical Modeling Predicts Ventricular Tachycardia Inducibility and Circuit Morphology: A Combined Clinical Validation and Computer Modeling Approach

Zhong Chen, Rocío Cabrera Lozoya, Jatin Relan et al. · Journal of Cardiovascular Electrophysiology · 2016 · 27 citations · Full text