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Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson’s Disease Affected by COVID-19: A Narrative Review

Background and Motivation: Parkinson’s disease (PD) is one of the most serious, non-curable, and expensive to treat. Recently, machine learning (ML) has shown to be able to predict cardiovascular/stroke risk in PD patients. The presence of COVID-19 causes the ML systems to become severely non-linear...

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Detalles Bibliográficos
Autores principales: Suri, Jasjit S., Maindarkar, Mahesh A., Paul, Sudip, Ahluwalia, Puneet, Bhagawati, Mrinalini, Saba, Luca, Faa, Gavino, Saxena, Sanjay, Singh, Inder M., Chadha, Paramjit S., Turk, Monika, Johri, Amer, Khanna, Narendra N., Viskovic, Klaudija, Mavrogeni, Sofia, Laird, John R., Miner, Martin, Sobel, David W., Balestrieri, Antonella, Sfikakis, Petros P., Tsoulfas, George, Protogerou, Athanase D., Misra, Durga Prasanna, Agarwal, Vikas, Kitas, George D., Kolluri, Raghu, Teji, Jagjit S., Al-Maini, Mustafa, Dhanjil, Surinder K., Sockalingam, Meyypan, Saxena, Ajit, Sharma, Aditya, Rathore, Vijay, Fatemi, Mostafa, Alizad, Azra, Krishnan, Padukode R., Omerzu, Tomaz, Naidu, Subbaram, Nicolaides, Andrew, Paraskevas, Kosmas I., Kalra, Mannudeep, Ruzsa, Zoltán, Fouda, Mostafa M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9324237/
https://www.ncbi.nlm.nih.gov/pubmed/35885449
http://dx.doi.org/10.3390/diagnostics12071543