Optimization of the electronic nose sensor array for asthma detection based on genetic algorithm
The human body releases several gases and volatile organic compounds through exhaled
breath. This compound can be used as markers of lung disease, including asthma. An …
breath. This compound can be used as markers of lung disease, including asthma. An …
Sensor array optimization for the electronic nose via different deep learning methods
A sensor array is a key component of an electronic nose (E-nose). However, the practical
applications of the E-nose are often inhibited by its size and energy consumption arising …
applications of the E-nose are often inhibited by its size and energy consumption arising …
Prediction of pulmonary diseases with electronic nose using SVM and XGBoost
VA Binson, M Subramoniam, Y Sunny… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
The volatile organic compounds (VOC) present in the exhaled breath can be used as the
biomarkers of certain diseases especially pulmonary diseases. A system and device are …
biomarkers of certain diseases especially pulmonary diseases. A system and device are …
Electronic nose pattern recognition engine: Design, build, and deployment
The electronic nose (e-nose) consists of a sensor array, a pattern recognition engine, and
peripheral circuitry, where the pattern recognition engine performs gas classification. The …
peripheral circuitry, where the pattern recognition engine performs gas classification. The …
Design and optimization of electronic nose sensor array for real-time and rapid detection of vehicle exhaust pollutants
J Tong, C Song, T Tong, X Zong, Z Liu, S Wang, L Tan… - Chemosensors, 2022 - mdpi.com
Traditional vehicle exhaust pollutant detection methods, such as bench test and remote
sensing detection, have problems such as large volume, high cost, complex process, long …
sensing detection, have problems such as large volume, high cost, complex process, long …
Artificial olfaction for detection and classification of gases using E-Nose and machine learning for industrial application
R Manjula, B Narasamma, G Shruthi… - … Intelligence and Data …, 2021 - Springer
An artificial electronic nose (e-nose) is developed, that mimics the human olfactory system,
as an alternative to the human nose. In this work, we aim to develop a mini prototype of e …
as an alternative to the human nose. In this work, we aim to develop a mini prototype of e …
Asthma identification using gas sensors and support vector machine
The exhaled breath analysis is a procedure of measuring several types of gases that aim to
identify various diseases in the human body. The purpose of this study is to analyze the …
identify various diseases in the human body. The purpose of this study is to analyze the …
Enhancing electronic nose performance by feature selection using an improved grey wolf optimization based algorithm
Electronic nose is a kind of widely-used artificial olfactory system for the detection and
classification of volatile organic compounds. The high dimensionality of data collected by …
classification of volatile organic compounds. The high dimensionality of data collected by …
Gases concentration estimation using heuristics and bio-inspired optimization models for experimental chemical electronic nose
L Zhang, F Tian, C Kadri, G Pei, H Li, L Pan - Sensors and actuators B …, 2011 - Elsevier
By virtue of an electronic nose, detection and concentration estimation of harmful gases
indoor become feasible by using a multi-sensor system. The estimation accuracy in actual …
indoor become feasible by using a multi-sensor system. The estimation accuracy in actual …
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds
This study proposes an accurate asthma detection model using an attention network and
machine learning technique. The objective of this study is the automated detection of asthma …
machine learning technique. The objective of this study is the automated detection of asthma …