@inproceedings{86d330aaac134034b7d3687607f909f9,
title = "Image analysis for multi-analyte xerogel based sensor arrays",
abstract = "This paper describes an image analysis neural network that is used to determine analyte concentrations in xerogel-based sensor arrays. Xerogel-based sensor elements developed using sol-gel processing techniques have been used for recognition elements in many areas including the biomedical, industrial and environmental fields. These arrays are composed of many individual pin-printed xerogel {"}spots{"} each which can be selective to a different analyte or be formed so that multiple spots correspond to a single analyte, but with different sensitivities. We analyze an array of spots printed on a microscopic glass slide with diameters ranging from 10μm to 500μm. We describe a multistage neural network that correctly identifies the analyte concentration for a prototype 10×10 array of sensor spots, and discuss how this can be scaled to handle arrays for multiple analytes.",
author = "Karri, \{S. S.\} and Z. Tao and Titus, \{A. H.\} and Y. Tang and Tehan, \{E. C.\} and Bright, \{F. V.\}",
year = "2005",
doi = "10.1109/ICSENS.2005.1597714",
language = "English",
isbn = "0780390563",
series = "Proceedings of IEEE Sensors",
pages = "373--376",
booktitle = "Proceedings of the Fourth IEEE Conference on Sensors 2005",
note = "Fourth IEEE Conference on Sensors 2005 ; Conference date: 31-10-2005 Through 03-11-2005",
}