Name
Title | ||
|---|---|---|
Estimation of Echocardiogram parameters with the aid of Impedance Cardiography and Artificial Neural Networks |
Abstract | ||
|---|---|---|
•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 compared with doppler based echocardiogram.•The methodology could be used by any individual to monitor one’s cardiac health. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.artmed.2019.02.002 | Artificial Intelligence in Medicine |
Keywords | Field | DocType |
Impedance cardiography,Artificial neural networks,Stroke volume,Ejection fraction,Myocardial performance index | Hemodynamics,Stroke volume,Data mining,Ejection fraction,Impedance cardiography,Internal medicine,Diastole,Computer science,Cardiology,Left Ventricular Ejection Time,End-diastolic volume,Artificial neural network | Journal |
Volume | ISSN | Citations |
96 | 0933-3657 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sudipta Ghosh | 1 | 0 | 0.34 |
| Bhabani Prasad Chattopadhyay | 2 | 0 | 0.34 |
| Ram Mohan Roy | 3 | 0 | 0.34 |
| Jayanta Mukherjee | 4 | 378 | 56.06 |
| Manjunatha Mahadevappa | 5 | 49 | 14.56 |