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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: mantella l. 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
The Canadian Women's Heart Health Alliance ATLAS on the Epidemiology, Diagnosis, and Management of Cardiovascular Disease in Women - Chapter 8: Knowledge Gaps and Status of Existing Research Programs in Canada.
Clavel MA, Van Spall HGC, Mantella LE, Foulds H, Randhawa V, Parry M, Liblik K, Kirkham AA, Cotie L, Jaffer S, Bruneau J, Colella TJF, Ahmed S, Dhukai A, Gomes Z, Adreak N, Keeping-Burke L, Limbachia J, Liu S, Jacques KE, Mullen KA, Mulvagh SL, Norris CM. Clavel MA, et al. Among authors: mantella le. CJC Open. 2023 Nov 17;6(2Part B):220-257. doi: 10.1016/j.cjco.2023.11.013. eCollection 2024 Feb. CJC Open. 2023. PMID: 38487042 Free PMC article. Review.
A Pharmaceutical Paradigm for Cardiovascular Composite Risk Assessment Using Novel Radiogenomics Risk Predictors in Precision Explainable Artificial Intelligence Framework: Clinical Trial Tool.
Saba L, Maindarkar M, Khanna NN, Johri AM, Mantella L, Laird JR, Paraskevas KI, Ruzsa Z, Kalra MK, Fernandes JFE, Chaturvedi S, Nicolaides A, Rathore V, Singh N, Fouda MM, Isenovic ER, Al-Maini M, Viswanathan V, Suri JS. Saba L, et al. Among authors: mantella l. Front Biosci (Landmark Ed). 2023 Oct 19;28(10):248. doi: 10.31083/j.fbl2810248. Front Biosci (Landmark Ed). 2023. PMID: 37919080 Free article. Review.
Artificial intelligence-based preventive, personalized and precision medicine for cardiovascular disease/stroke risk assessment in rheumatoid arthritis patients: a narrative review.
Al-Maini M, Maindarkar M, Kitas GD, Khanna NN, Misra DP, Johri AM, Mantella L, Agarwal V, Sharma A, Singh IM, Tsoulfas G, Laird JR, Faa G, Teji J, Turk M, Viskovic K, Ruzsa Z, Mavrogeni S, Rathore V, Miner M, Kalra MK, Isenovic ER, Saba L, Fouda MM, Suri JS. Al-Maini M, et al. Among authors: mantella l. Rheumatol Int. 2023 Nov;43(11):1965-1982. doi: 10.1007/s00296-023-05415-1. Epub 2023 Aug 30. Rheumatol Int. 2023. PMID: 37648884 Review.
Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization.
Johri AM, Singh KV, Mantella LE, Saba L, Sharma A, Laird JR, Utkarsh K, Singh IM, Gupta S, Kalra MS, Suri JS. Johri AM, et al. Among authors: mantella le. Comput Biol Med. 2022 Nov;150:106018. doi: 10.1016/j.compbiomed.2022.106018. Epub 2022 Sep 10. Comput Biol Med. 2022. PMID: 36174330
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