Manudeep S. Kalra

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

Andrew Nicolaides, Suneet Gupta, Vijaya Kumar Koppula et al. · Computers in Biology and Medicine · 2021 · 68 citations

Computing, Biomedical Informatics, Computer Science +16

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 · 57 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization

Amer M. Johri, Krishna V. Singh, Laura E. Mantella et al. · Computers in Biology and Medicine · 2022 · 49 citations

Computing, Cardiology, Computer Science +15