Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study

A diabetic foot infection (DFI) is among the most serious, incurable, and costly to treat conditions. The presence of a DFI renders machine learning (ML) systems extremely nonlinear, posing difficulties in CVD/stroke risk stratification. In addition, there is a limited number of well-explained ML pa...

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Autores principales: Khanna, Narendra N., Maindarkar, Mahesh A., Viswanathan, Vijay, Puvvula, Anudeep, Paul, Sudip, Bhagawati, Mrinalini, Ahluwalia, Puneet, Ruzsa, Zoltan, Sharma, Aditya, Kolluri, Raghu, Krishnan, Padukone R., Singh, Inder M., Laird, John R., Fatemi, Mostafa, Alizad, Azra, Dhanjil, Surinder K., Saba, Luca, Balestrieri, Antonella, Faa, Gavino, Paraskevas, Kosmas I., Misra, Durga Prasanna, Agarwal, Vikas, Sharma, Aman, Teji, Jagjit S., Al-Maini, Mustafa, Nicolaides, Andrew, Rathore, Vijay, Naidu, Subbaram, Liblik, Kiera, Johri, Amer M., Turk, Monika, Sobel, David W., Miner, Martin, Viskovic, Klaudija, Tsoulfas, George, Protogerou, Athanasios D., Mavrogeni, Sophie, Kitas, George D., Fouda, Mostafa M., Kalra, Mannudeep K., Suri, Jasjit S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693632/
https://www.ncbi.nlm.nih.gov/pubmed/36431321
http://dx.doi.org/10.3390/jcm11226844

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