Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. - Ankush D. Jamthikar; Deep Gupta; Amer M. Johri; Laura E. Mantella; Luca Saba; Raghu Kolluri; Aditya M. Sharma 001; Vijay Viswanathan 001; Andrew Nicolaides; Jasjit S. Suri (J. Medical Syst., 2020)

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study. - Ankush D. Jamthikar; Deep Gupta; Amer M. Johri; Laura E. Mantella; Luca Saba; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

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; Luca Saba; Aditya Sharma 001; John R. Laird; Kumar Utkarsh; Inder M. Singh; Suneet K. Gupta 001; Manudeep S. Kalra; Jasjit S. Suri (Comput. Biol. Medicine, 2022)

Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound. - Ankush D. Jamthikar; Deep Gupta; Laura E. Mantella; Luca Saba; Amer M. Johri; Jasjit S. Suri (IEEE Trans. Instrum. Meas., 2022)

MultiNet 2.0: A lightweight attention-based deep learning network for stenosis measurement in carotid ultrasound scans and cardiovascular risk assessment. - Mainak Biswas; Luca Saba; Mannudeep K. Kalra; Rajesh Singh; José Fernandes e Fernandes; Vijay Viswanathan 001; John R. Laird; Laura E. Mantella; Amer M. Johri; Mostafa M. Fouda; Jasjit S. Suri (Comput. Medical Imaging Graph., 2024)

Attention-based hybrid deep learning models and its scientific validation for cardiovascular disease risk stratification. - Mrinalini Bhagawati; Siddharth Gupta; Sudip Paul; Laura E. Mantella; Amer M. Johri; John R. Laird; Ekta Tiwari; Narendra N. Khanna; Andrew Nicolaides; Rajesh Singh; Mustafa Al-Maini; Luca Saba; et al. (Biomed. Signal Process. Control., 2025)

Artificial intelligence-based multiclass diabetes risk stratification for big data embedded with explainability: From machine learning to attention models. - Ekta Tiwari; Siddharth Gupta; Anudeep Pavulla; Mustafa Al-Maini; Rajesh Singh; Esma R. Isenovic; Sumit Chaudhary; John L. Laird; Laura E. Mantella; Amer M. Johri; Luca Saba; Jasjit S. Suri (Biomed. Signal Process. Control., 2025)