Breath Based Bio- Signal Analyser for Disease Detection

Dharshini K; Esha R; Harsshitha S; Vaishnavi P

Breath Based Bio- Signal Analyser for Disease Detection

July 2025

Vol-11, Issue-4

Paper ID: 27106

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Artificial Intelligence and Electricals

Keywords

Volatile Organic Compounds (VOCs) Diabetes detection Gastrointestinal disease Electrochemical sensors Non-invasive diagnostics Portable health device Multilayer Perceptron (MLP) Early disease detection

Abstract

Abstract—DHEV (Detecting Harmful Exhaled Vapors) is a novel, portable, non-invasive system designed for diabetes and gastrointestinal disease detection using breath samples. It employs metal-oxide-semiconductor (MOS)-type electrochemical sensors to analyze volatile organic compounds (VOC’S) in breath, differentiating between diseased individuals and non-diseased individuals. The system integrates with sensor data, achieving a test and train accuracy of 98.00% and 98.50% through an MLP model. This affordable digital health device aims to enhance patient adherence to regular monitoring and facilitate early intervention for diabetes.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Dharshini K	Amrita Vishwa Vidyapeetham
2	Esha R	Amrita Vishwa Vidyapeetham
3	Harsshitha S	Amrita Vishwa Vidyapeetham
4	Vaishnavi P	Amrita Vishwa Vidyapeetham

How to Cite

Use the following formats to cite this article in your research.

APA Style

K, Dharshini, R, Esha, S, Harsshitha, & P, Vaishnavi (2025). Breath Based Bio- Signal Analyser for Disease Detection. International Journal of Advance Research and Innovative Ideas In Education, 11(4), 699-706.

MLA Style

K, Dharshini, et al. "Breath Based Bio- Signal Analyser for Disease Detection." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 4, 2025, pp. 699-706.

IEEE Style

Dharshini K, Esha R, Harsshitha S, and Vaishnavi P, "Breath Based Bio- Signal Analyser for Disease Detection," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 4, pp. 699-706, 2025.

Vancouver Style

K Dharshini, R Esha, S Harsshitha, P Vaishnavi. Breath Based Bio- Signal Analyser for Disease Detection. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(4):699-706.

Harvard Style

K, Dharshini, R, Esha, S, Harsshitha, & P, Vaishnavi (2025) 'Breath Based Bio- Signal Analyser for Disease Detection', International Journal of Advance Research and Innovative Ideas In Education, 11(4), pp. 699-706.

Chicago Style

K, Dharshini, et al. "Breath Based Bio- Signal Analyser for Disease Detection." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 699-706.

Turabian Style

K, Dharshini, et al. "Breath Based Bio- Signal Analyser for Disease Detection." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 699-706.