Vijaya Kumar Koppula

3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0

Siva Skandha Sanagala, Suneet Gupta, Luca Saba et al. · Computers in Biology and Medicine · 2020 · 87 citations

Biomedical Artificial Intelligence, 3-D Optimized Classification, Vascular Disease +14

Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system

Luca Saba, Siva Skandha Sanagala, Suneet Gupta et al. · International journal of cardiac imaging · 2021 · 66 citations

Vascular Disease, Engineering, Machine Learning +13

A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework

Siva Skandha Sanagala, Andrew Nicolaides, Suneet Gupta et al. · Computers in Biology and Medicine · 2021 · 66 citations

Convolutional Neural Network, Engineering, Machine Learning +13

Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification

Siva Skandha Sanagala, Andrew Nicolaides, Suneet Kumar Gupta et al. · Diagnostics · 2021 · 54 citations · Full text

A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application

Luca Saba, Siva Skandha Sanagala, Suneet Gupta et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 45 citations

Artificial Intelligence, Engineering, Machine Learning +18