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Performance Analysis of Photometric Strain Biosensor for Bones using Artificial Neural Network
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 54 - Number 8 |
| Year of Publication: 2012 |
| Authors: Preeti Singh, H. M. Rai |
10.5120/8586-2337
|
Preeti Singh, H. M. Rai . Performance Analysis of Photometric Strain Biosensor for Bones using Artificial Neural Network. International Journal of Computer Applications. 54, 8 ( September 2012), 16-19. DOI=10.5120/8586-2337
Abstract
Osteoporosis is a disease of bones. It leads to an increased risk of fracture. The improvement in biosensor for measuring the strain on bones is required. A photometric biosensor is modeled. It is simulated. The performance of the biosensor is analyzed using Artificial Neural Network (ANN) in terms of layers of neural network. Number of epochs/iterations are carried out. The performance is analyzed in terms of mean square error (mse). The percentage accuracy of sensor is obtained as 93%.
References
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