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Importance analysis of psychosociological variables in frailty syndrome in heart failure patients using machine learning approach

Aleksandra H. Pasieczna; Remigiusz Szczepanowski; Janusz Sobecki; Radosław Katarzyniak; Izabella Uchmanowicz; Robbert Gobbens (Lector); Aleksander Kahsin (Begeleider); Anant Dixit

The prevention and diagnosis of frailty syndrome (FS) in cardiac patients requires innovative systems to support medical personnel, patient adherence, and self-care behavior. To do so, modern medicine uses a supervised machine learning approach (ML) to study the psychosocial domains of frailty in cardiac …

2023-05-15GezondheidArtikel

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Importance analysis of psychosociological variables in frailty syndrome in heart failure patients using machine learning approach

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