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

researchr

You are not signed in
Sign in
Sign up

Amer M. Johri, Krishna V. Singh, Laura E. Mantella, Luca Saba, Aditya Sharma 0001, John R. Laird, Kumar Utkarsh, Inder M. Singh, Suneet K. Gupta 0001, Manudeep S. Kalra, Jasjit S. Suri. Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization. Comp. in Bio. and Med., 150:106018, 2022. [doi]

The following publications are possibly variants of this publication:

Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid UltrasoundAnkush D. Jamthikar, Deep Gupta, Laura E. Mantella, Luca Saba, Amer M. Johri, Jasjit S. Suri. tim, 71:1-10, 2022. [doi]

Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasoundAnkush D. Jamthikar, Deep Gupta, Luca Saba, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Naveed Sattar, Amer M. Johri, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Vijay Viswanathan, Aditya Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri. cbm, 126:104043, 2020. [doi]

PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphologyTadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj K. Jain, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri. cmpb, 128:137-158, 2016. [doi]

A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdensTadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri. cmpb, 124:161-179, 2016. [doi]

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian studyAnkush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Jasjit S. Suri. cbm, 140:105102, 2022. [doi]

runs on WebDSL