Artificial neural network based prediction of the lung tissue involvement as an independent in-hospital mortality and mechanical ventilation risk factor in COVID-19.

Miłosz ParczewskiJakub KufelBogusz Aksak-WąsJoanna PiwnikDaniel ChoberTomasz PuzioLaura LesiewskaSebastian BiałkowskiMilena Rafalska-KosiorJacek WydraKrystian AwgulMilena GrobelnaAdam MajchrzakKosma DunikowskiKrzysztof JurczykMarek PodymaKarol SerwinJakub Musiałek

Published in: Journal of medical virology (2023)

ANN-based lung tissue involvement is the strongest predictor of unfavorable outcomes in COVID-19 and represents a valuable support tool for clinical decisions.

Keyphrases

neural network
mechanical ventilation
coronavirus disease
sars cov
acute respiratory distress syndrome
intensive care unit
risk factors
respiratory syndrome coronavirus
skeletal muscle
weight loss