Application of machine learning in predicting frailty syndrome in patients with heart failure.

Autor: Szczepanowski R; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Uchmanowicz I; Department of Nursing and Obstetrics, Faculty of Health Sciences, Wroclaw Medical University, Poland.; Institute of Heart Diseases, University Hospital, Wrocław, Poland., Pasieczna-Dixit AH; Socio-Economic Department, Pomeranian Higher School, Starogard Gdański, Poland., Sobecki J; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Katarzyniak R; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Kołaczek G; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Lorkiewicz W; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Kędras M; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Dixit A; Department of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, Poland., Biegus J; Institute of Heart Diseases, University Hospital, Wrocław, Poland.; Institute for Heart Diseases, Wroclaw Medical University, Poland., Wleklik M; Department of Nursing and Obstetrics, Faculty of Health Sciences, Wroclaw Medical University, Poland.; Institute of Heart Diseases, University Hospital, Wrocław, Poland., Gobbens RJJ; Faculty of Health, Sports and Social Work, Inholland University of Applied Sciences, Amsterdam, the Netherlands.; Zonnehuisgroep Amstelland, Amstelveen, the Netherlands., Hill L; Department Family Medicine and Population Health, Faculty of Medicine and Health Sciences, University of Antwerp, Belgium., Jaarsma T; Tranzo, Tilburg University, the Netherlands., Hussain A; School of Computing, Edinburgh Napier University, UK., Barbagallo M; Geriatric Unit, Department of Internal Medicine and Geriatrics, University of Palermo, Italy., Veronese N; Geriatric Unit, Department of Internal Medicine and Geriatrics, University of Palermo, Italy., Morabito FC; Mediterranea University of Reggio Calabria (DICEAM), Italy., Kahsin A; Faculty of Medicine, Medical University of Gdansk, Poland.

Publikováno v: Advances in clinical and experimental medicine : official organ Wroclaw Medical University [Adv Clin Exp Med] 2024 Mar; Vol. 33 (3), pp. 309-315.