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Cardiovascular disease/stroke risk stratification in deep learning framework: a review

The global mortality rate is known to be the highest due to cardiovascular disease (CVD). Thus, preventive, and early CVD risk identification in a non-invasive manner is vital as healthcare cost is increasing day by day. Conventional methods for risk prediction of CVD lack robustness due to the non-...

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Detalles Bibliográficos
Autores principales: Bhagawati, Mrinalini, Paul, Sudip, Agarwal, Sushant, Protogeron, Athanasios, Sfikakis, Petros P., Kitas, George D., Khanna, Narendra N., Ruzsa, Zoltan, Sharma, Aditya M., Tomazu, Omerzu, Turk, Monika, Faa, Gavino, Tsoulfas, George, Laird, John R., Rathore, Vijay, Johri, Amer M., Viskovic, Klaudija, Kalra, Manudeep, Balestrieri, Antonella, Nicolaides, Andrew, Singh, Inder M., Chaturvedi, Seemant, Paraskevas, Kosmas I., Fouda, Mostafa M., Saba, Luca, Suri, Jasjit S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10315429/
https://www.ncbi.nlm.nih.gov/pubmed/37405023
http://dx.doi.org/10.21037/cdt-22-438