Laura E. Mantella
18 Stuart Street
Kingston, ON, Canada
Kingston, ON, Canada
Last Updated: 09/26/2026
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Found 32 publications
Three New Transformer-based Scientific Validated Paradigms for Classification of Hypertrophic Cardiomyopathy and Acute Myocardial Infarction Patients Using Transcriptomic Gene Data on GPU cluster.
Journal: IEEE journal of biomedical and health informatics
Published: September 02, 2026
Twelve Fused Models by Fusing Four Types of Transformer-Based Tuners on Three Base UNet Architectures for Carotid Wall Segmentation and Plaque Burden/Intima-Media Thickness Measurements in Ultrasound Scans: A Scientific Validation Study.
Journal: Diagnostics (Basel, Switzerland)
Published: June 24, 2026
Radiomic Carotid Plaque Features Integrated into Machine Learning Models for Cardiovascular Risk Prediction.
Journal: Ultrasound in medicine & biology
Published: October 14, 2025
Carotid Plaque Border Ulceration is Associated With Coronary Artery Disease and Future Cardiovascular Events.
Journal: The Canadian journal of cardiology
Published: July 07, 2025
Identification of high-risk genes and classification of acute myocardial infarction patients utilizing deep learning in a restricted cohort.
Journal: Computers in biology and medicine
Published: July 05, 2025
'I wish I had been better prepared': a mixed-methods study of psychological reactions, perceptions and opinions of cardiovascular preparticipation screening among young competitive athletes.
Journal: British journal of sports medicine
Published: December 30, 2024
Artificial intelligence-based cardiovascular/stroke risk stratification in women affected by autoimmune disorders: a narrative survey.
Journal: Rheumatology international
Published: September 26, 2024
Cardiovascular Disease Risk Stratification Using Hybrid Deep Learning Paradigm: First of Its Kind on Canadian Trial Data.
Journal: Diagnostics (Basel, Switzerland)
Published: July 10, 2024
MultiNet 2.0: A lightweight attention-based deep learning network for stenosis measurement in carotid ultrasound scans and cardiovascular risk assessment.
Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Published: April 13, 2024
The association of carotid plaque burden and composition and the coronary artery calcium score in intermediate cardiovascular risk patients.
Journal: The international journal of cardiovascular imaging
Published: March 12, 2024
Deep learning approach for cardiovascular disease risk stratification and survival analysis on a Canadian cohort.
Journal: The international journal of cardiovascular imaging
Published: December 11, 2023
Last Updated: 09/26/2026