Name
Title | ||
|---|---|---|
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks. |
Abstract | ||
|---|---|---|
Proposes the use of neural networks for individualizing the dosage of cyclosporine A (CyA) in patients who have undergone kidney transplantation. Since the dosing of CyA usually requires intensive therapeutic drug monitoring, the accurate prediction of CyA blood concentrations would decrease the monitoring frequency and, thus, improve clinical outcomes. Thirty-two patients and different factors we... |
Year | DOI | Venue |
|---|---|---|
2003 | 10.1109/TBME.2003.809498 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Neural networks,Blood,Predictive models,Patient monitoring,Finite impulse response filter,Drugs,Frequency,Multilayer perceptrons,Decision making,Noise robustness | Data mining,Remote patient monitoring,Computer science,Mean squared error,Robustness (computer science),Multilayer perceptron,Artificial intelligence,Artificial neural network,Finite impulse response,Kidney transplantation,Computer vision,Therapeutic drug monitoring,Pattern recognition | Journal |
Volume | Issue | ISSN |
50 | 4 | 0018-9294 |
Citations | PageRank | References |
6 | 0.94 | 2 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Camps-Valls, G. | 1 | 441 | 29.69 |
| Begoña Porta-Oltra | 2 | 6 | 0.94 |
| E. Soria | 3 | 200 | 13.22 |
| José D. Martín-Guerrero | 4 | 241 | 25.60 |
| Antonio José Serrano-López | 5 | 22 | 2.51 |
| Juan José Pérez-Ruixo | 6 | 65 | 6.30 |
| N. Víctor Jiménez-Torres | 7 | 35 | 4.74 |