Skip to content Skip to navigation
University of Warwick
  • Study
  • |
  • Research
  • |
  • Business
  • |
  • Alumni
  • |
  • News
  • |
  • About

University of Warwick
Publications service & WRAP

Highlight your research

  • WRAP
    • Home
    • Search WRAP
    • Browse by Warwick Author
    • Browse WRAP by Year
    • Browse WRAP by Subject
    • Browse WRAP by Department
    • Browse WRAP by Funder
    • Browse Theses by Department
  • Publications Service
    • Home
    • Search Publications Service
    • Browse by Warwick Author
    • Browse Publications service by Year
    • Browse Publications service by Subject
    • Browse Publications service by Department
    • Browse Publications service by Funder
  • Help & Advice
University of Warwick

The Library

  • Login
  • Admin

A rapid discrimination of diabetic patients from volunteers using urinary volatile and an electronic nose

Tools
- Tools
+ Tools

Esfahani, Siavash, Skinner, J. R., Savage, Richard S., O'Connell, N., Kyrou, I., Nwokolo, Chuka U., Bardhan, Karna Dev, Arasaradnam, Ramesh P. and Covington, James A. (2015) A rapid discrimination of diabetic patients from volunteers using urinary volatile and an electronic nose. In: 16th International Symposium on Olfaction and Electronic Nose, Dijon, France, 28 Jun - 1 Jul 2015 (Unpublished)

Research output not available from this repository.

Request-a-Copy directly from author or use local Library Get it For Me service.

Request Changes to record.

Abstract

The electronic nose is a well-known technology able to classify differences between patients and healthy humans. This study investigates an Alpha M.O.S electronic nose for discrimination between diabetic patients and healthy volunteers using urinary aromas. In total 91 urine samples are used in this study, of which 43 belong to patients with type II diabetes and 48 belong to volunteers. Feature extraction is performed using Independent component analysis (ICA), with a random forest classifier, enabling 100% accurate classification of samples held out from training (AUC = 1).

Item Type: Conference Item (Other)
Alternative Title:
Divisions: Faculty of Science, Engineering and Medicine > Engineering > Engineering
Official Date: 2015
Dates:
DateEvent
2015Completion
Status: Peer Reviewed
Publication Status: Unpublished
Access rights to Published version: Restricted or Subscription Access
Conference Paper Type: Other
Title of Event: 16th International Symposium on Olfaction and Electronic Nose
Type of Event: Other
Location of Event: Dijon, France
Date(s) of Event: 28 Jun - 1 Jul 2015

Request changes or add full text files to a record

Repository staff actions (login required)

View Item View Item
twitter

Email us: wrap@warwick.ac.uk
Contact Details
About Us