Patricia B. Munroe

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Manually Annotated

Protein Interaction

Ensemble Classifier

Top Venues

Biomed. Signal Process. Control.

Int. J. Data Min. Bioinform.

Publications

Julia Ramírez, Antonio Miguel, Stefan van Duijvenboden, Michele Orini, William J. Young, Andrew Tinker, Pier D. Lambiase, Patricia B. Munroe, Juan Pablo Martínez
A Multilayer CNN Using the ECG, Age and Sex Predicts Ventricular Arrhythmias in the General Population. CinC (2023)
Michele Orini, Stefan van Duijvenboden, Julia Ramírez, William J. Young, Andrew Tinker, Patricia B. Munroe, Pier D. Lambiase
Ultra-Short Beat-to-Beat Repolarization Variability Predicts Cardiovascular Events in Individuals Without Cardiovascular Disease. CinC (2023)
Josseline Madrid, Patricia B. Munroe, Stefan van Duijvenboden, Julia Ramírez, Ana Mincholé
ECG-Based Unsupervised Clustering in Coronary Artery Disease Associates with Ventricular Arrhythmia. CinC (2023)
William J. Young, Stefan van Duijvenboden, Julia Ramírez, Aled Jones, Andrew Tinker, Patricia B. Munroe, Pier D. Lambiase, Michele Orini
A Method to Minimise the Impact of ECG Marker Inaccuracies on the Spatial QRS-T angle: Evaluation on 1, 512 Manually Annotated ECGs. Biomed. Signal Process. Control. 64 (2021)
Mercedeh J. Rezaei, John R. Woodward, Julia Ramírez, Patricia B. Munroe
A Novel Two-Stage Heart Arrhythmia Ensemble Classifier. Comput. 10 (5) (2021)
Julia Ramírez, Stefan van Duijvenboden, Andrew Tinker, Pier D. Lambiase, Patricia B. Munroe, Michele Orini
Sex Differences in the Morphology of RR-Matched T-waves. CinC (2020)
Julia Ramírez, Stefan van Duijvenboden, William J. Young, Andrew Tinker, Pier D. Lambiase, Patricia B. Munroe, Michele Orini
Interaction Between ECG and Genetic Markers of Coronary Artery Disease. CinC (2020)
Nay Aung, William J. Young, Stefan van Duijvenboden, Julia Ramírez, Steffen E. Petersen, Patricia B. Munroe
Genetic Architecture of Quantitative Cardiovascular Traits: Blood Pressure, ECG and Imaging Phenotypes. CinC (2020)
Mercedeh J. Rezaei, John R. Woodward, Julia Ramírez, Patricia B. Munroe
Data Augmentation for Heart Arrhythmia Classification. ICTAI (2020)
William J. Young, Julia Ramírez, Stefan van Duijvenboden, Andrew Tinker, Pier D. Lambiase, Patricia B. Munroe, Michele Orini
Will Genetic Data Significantly Change Cardiovascular Risk Prediction in Daily Practice? CinC (2020)
William J. Young, Neil Srinivasan, Andrew Tinker, Patricia B. Munroe, Pier D. Lambiase, Michele Orini
Comparisons of the Spatial QRS-T Angle With Intra-cardiac Markers of Depolarization and Repolarization. CinC (2020)
Stefan van Duijvenboden, Julia Ramírez, William J. Young, Andrew Tinker, Patricia B. Munroe, Pier D. Lambiase, Michele Orini
Evaluating the Impact of Physiological Variability in Genome-Wide Association Studies of Resting Heart Rate. CinC (2020)
Julia Ramírez, Stefan van Duijvenboden, Pablo Laguna, Esther Pueyo, Andrew Tinker, Pier Lambiase, Patricia B. Munroe, Michele Orini
Assessing a Warping Methodology for the Identification of Increased Cardiovascular Risk Based on the HR Profile Morphology. CinC (2018)
Richard J. B. Dobson, Patricia B. Munroe, Mark J. Caulfield, Mansoor A. S. Saqi
Protein interaction networks associated with cardiovascular disease and cancer: exploring the effect of bias on shared network properties. Int. J. Data Min. Bioinform. 9 (4) (2014)
Richard J. B. Dobson, Patricia B. Munroe, Mark J. Caulfield, Mansoor A. S. Saqi
Global sequence properties for superfamily prediction: a machine learning approach. J. Integr. Bioinform. 6 (1) (2009)
Richard J. B. Dobson, Patricia B. Munroe, Charles A. Mein, Mark J. Caulfield, Mansoor A. S. Saqi
Combining Protein-Protein Interaction (PPI) Network and Sequence Attributes for Predicting Hypertension Related Proteins. BIRD (2008)
Richard J. B. Dobson, Patricia B. Munroe, Mark J. Caulfield, Mansoor A. S. Saqi
Predicting deleterious nsSNPs: an analysis of sequence and structural attributes. BMC Bioinform. 7 (2006)