Estimation of echocardiogram parameters with the aid of impedance cardiography and artificial neural networks

•ICG with the aid of ANN, is used for the estimation of echocardiogram parameters.•The methodology determine SV, LVESV, LVEDV, LVEF, IVCT, IVRT, LVET, TST, TDT, & MPI.•The error margins are ±8.9%, ±3.8%, ±1.4%, ±7.8%, ±16.0%, ±9.0%, ±9.7%, ±6.9%, ±6.2%, & ±0.9%.•The results predicted are com...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Artificial intelligence in medicine 2019-05, Vol.96, p.45-58
Hauptverfasser:	Ghosh, Sudipta, Chattopadhyay, Bhabani Prasad, Roy, Ram Mohan, Mukherjee, Jayanta, Mahadevappa, Manjunatha
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Artificial neural networks Cardiography, Impedance - methods Echocardiography - methods Ejection fraction Female Hemodynamics Humans Image Processing, Computer-Assisted - methods Impedance cardiography Male Middle Aged Myocardial performance index Neural Networks, Computer Stroke volume
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!