Last Updated: 09/26/2026
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Found 170 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
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
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
Four Transformer-Based Deep Learning Classifiers Embedded with an Attention U-Net-Based Lung Segmenter and Layer-Wise Relevance Propagation-Based Heatmaps for COVID-19 X-ray Scans.
Journal: Diagnostics (Basel, Switzerland)
Published: May 04, 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
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
COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography.
Journal: Frontiers in artificial intelligence
Published: September 29, 2023
Polygenic Risk Score for Cardiovascular Diseases in Artificial Intelligence Paradigm: A Review.
Journal: Journal of Korean medical science
Published: July 31, 2023
Deep Learning Paradigm and Its Bias for Coronary Artery Wall Segmentation in Intravascular Ultrasound Scans: A Closer Look.
Journal: Journal of cardiovascular development and disease
Published: July 27, 2023
DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images.
Journal: Diagnostics (Basel, Switzerland)
Published: July 27, 2023
Last Updated: 09/26/2026