DocumentCode
137084
Title
An enhanced algorithm for the quantification of human chorionic gonadotropin (hCG) level in commercially available home pregnancy test kits
Author
Abhishek, Kumar ; Haloi, Mrinal ; Channappayya, Sumohana S. ; Vanjari, Siva Rama Krishna ; Dendukuri, Dhananjaya ; Sridharan, Sridha ; Choudhary, Tripti ; Bhandari, Pradeep
Author_Institution
Dept. of Electron. & Electr. Eng., IIT Guwahati, Guwahati, India
fYear
2014
fDate
Feb. 28 2014-March 2 2014
Firstpage
1
Lastpage
5
Abstract
Home pregnancy kits typically provide a qualitative (yes/no) result based on the concentration of human chorionic gonadotropin (hCG) present in urine samples. We present an algorithm that converts this purely qualitative test into a semiquantitative one by processing digital images of the test kit´s output. The algorithm identifies the test and control lines in the image and classifies an input into one of four different hCG concentration levels based on the color of the test line. The proposed algorithm provides significant improvement over a prior method and reduces the maximum false positive rate to less than 5%. This improvement is achieved by a careful choice of the color space so as to maximize the inter-concentration separability. Also, the proposed method increases the utility of the test kits by providing useful diagnostic information. Furthermore, the algorithm could be ported to a mobile platform to make it particularly helpful in remote rural health monitoring.
Keywords
chemical analysis; obstetrics; patient monitoring; smart phones; digital images; enhanced algorithm; home pregnancy test kits; human chorionic gonadotropin level; interconcentration separability; mobile platform; remote rural health monitoring; urine samples; Aerospace electronics; Image color analysis; Image segmentation; Lighting; Pregnancy; Strips; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (NCC), 2014 Twentieth National Conference on
Conference_Location
Kanpur
Type
conf
DOI
10.1109/NCC.2014.6811289
Filename
6811289
Link To Document