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180 results

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Page 1
Deep learning approach for cardiovascular disease risk stratification and survival analysis on a Canadian cohort.
Bhagawati M, Paul S, Mantella L, Johri AM, Laird JR, Singh IM, Singh R, Garg D, Fouda MM, Khanna NN, Cau R, Abraham A, Al-Maini M, Isenovic ER, Sharma AM, Fernandes JFE, Chaturvedi S, Karla MK, Nicolaides A, Saba L, Suri JS. Bhagawati M, et al. Among authors: johri am. Int J Cardiovasc Imaging. 2024 Apr 28. doi: 10.1007/s10554-024-03100-3. Online ahead of print. Int J Cardiovasc Imaging. 2024. PMID: 38678144
Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: a 500 participants study.
Jamthikar AD, Gupta D, Mantella LE, Saba L, Laird JR, Johri AM, Suri JS. Jamthikar AD, et al. Among authors: johri am. Int J Cardiovasc Imaging. 2021 Apr;37(4):1171-1187. doi: 10.1007/s10554-020-02099-7. Epub 2020 Nov 12. Int J Cardiovasc Imaging. 2021. PMID: 33184741
Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system.
Saba L, Sanagala SS, Gupta SK, Koppula VK, Johri AM, Sharma AM, Kolluri R, Bhatt DL, Nicolaides A, Suri JS. Saba L, et al. Among authors: johri am. Int J Cardiovasc Imaging. 2021 May;37(5):1511-1528. doi: 10.1007/s10554-020-02124-9. Epub 2021 Jan 9. Int J Cardiovasc Imaging. 2021. PMID: 33423132
Role of artificial intelligence in cardiovascular risk prediction and outcomes: comparison of machine-learning and conventional statistical approaches for the analysis of carotid ultrasound features and intra-plaque neovascularization.
Johri AM, Mantella LE, Jamthikar AD, Saba L, Laird JR, Suri JS. Johri AM, et al. Int J Cardiovasc Imaging. 2021 Nov;37(11):3145-3156. doi: 10.1007/s10554-021-02294-0. Epub 2021 May 29. Int J Cardiovasc Imaging. 2021. PMID: 34050838
Cardiovascular disease/stroke risk stratification in deep learning framework: a review.
Bhagawati M, Paul S, Agarwal S, Protogeron A, Sfikakis PP, Kitas GD, Khanna NN, Ruzsa Z, Sharma AM, Tomazu O, Turk M, Faa G, Tsoulfas G, Laird JR, Rathore V, Johri AM, Viskovic K, Kalra M, Balestrieri A, Nicolaides A, Singh IM, Chaturvedi S, Paraskevas KI, Fouda MM, Saba L, Suri JS. Bhagawati M, et al. Among authors: johri am. Cardiovasc Diagn Ther. 2023 Jun 30;13(3):557-598. doi: 10.21037/cdt-22-438. Epub 2023 Jun 5. Cardiovasc Diagn Ther. 2023. PMID: 37405023 Free PMC article. Review.
Cardiovascular risk assessment in patients with rheumatoid arthritis using carotid ultrasound B-mode imaging.
Jamthikar AD, Gupta D, Puvvula A, Johri AM, Khanna NN, Saba L, Mavrogeni S, Laird JR, Pareek G, Miner M, Sfikakis PP, Protogerou A, Kitas GD, Kolluri R, Sharma AM, Viswanathan V, Rathore VS, Suri JS. Jamthikar AD, et al. Among authors: johri am. Rheumatol Int. 2020 Dec;40(12):1921-1939. doi: 10.1007/s00296-020-04691-5. Epub 2020 Aug 28. Rheumatol Int. 2020. PMID: 32857281 Free PMC article. Review.
3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0.
Skandha SS, Gupta SK, Saba L, Koppula VK, Johri AM, Khanna NN, Mavrogeni S, Laird JR, Pareek G, Miner M, Sfikakis PP, Protogerou A, Misra DP, Agarwal V, Sharma AM, Viswanathan V, Rathore VS, Turk M, Kolluri R, Viskovic K, Cuadrado-Godia E, Kitas GD, Nicolaides A, Suri JS. Skandha SS, et al. Among authors: johri am. Comput Biol Med. 2020 Oct;125:103958. doi: 10.1016/j.compbiomed.2020.103958. Epub 2020 Aug 16. Comput Biol Med. 2020. PMID: 32927257
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound.
Jamthikar AD, Gupta D, Saba L, Khanna NN, Viskovic K, Mavrogeni S, Laird JR, Sattar N, Johri AM, Pareek G, Miner M, Sfikakis PP, Protogerou A, Viswanathan V, Sharma A, Kitas GD, Nicolaides A, Kolluri R, Suri JS. Jamthikar AD, et al. Among authors: johri am. Comput Biol Med. 2020 Nov;126:104043. doi: 10.1016/j.compbiomed.2020.104043. Epub 2020 Oct 8. Comput Biol Med. 2020. PMID: 33065389 Review.
Cardiovascular disease and stroke risk assessment in patients with chronic kidney disease using integration of estimated glomerular filtration rate, ultrasonic image phenotypes, and artificial intelligence: a narrative review.
Jamthikar AD, Puvvula A, Gupta D, Johri AM, Nambi V, Khanna NN, Saba L, Mavrogeni S, Laird JR, Pareek G, Miner M, Sfikakis PP, Protogerou A, Kitas GD, Nicolaides A, Sharma AM, Viswanathan V, Rathore VS, Kolluri R, Bhatt DL, Suri JS. Jamthikar AD, et al. Among authors: johri am. Int Angiol. 2021 Apr;40(2):150-164. doi: 10.23736/S0392-9590.20.04538-1. Epub 2020 Nov 25. Int Angiol. 2021. PMID: 33236868 Free article. Review.
180 results