Fx-Net and PureNet: Convolutional Neural Network architecture for discrimination of Chronic Obstructive Pulmonary Disease from smokers and healthy subjects …
As one of the most reliable and significant indicators, Chronic Obstructive Pulmonary
Disease (COPD) becomes a robust predictor of lung cancer early detection, the world's …
Disease (COPD) becomes a robust predictor of lung cancer early detection, the world's …
Detection of COPD and Lung Cancer with electronic nose using ensemble learning methods
VA Binson, M Subramoniam, L Mathew - Clinica Chimica Acta, 2021 - Elsevier
Background and aims The chemical gas sensor array based electronic-nose (e-nose)
devices with machine learning algorithms can detect and differentiate expelled breath …
devices with machine learning algorithms can detect and differentiate expelled breath …
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 …
Noninvasive detection of COPD and Lung Cancer through breath analysis using MOS Sensor array based e-nose
B VA, M Subramoniam, L Mathew - Expert review of molecular …, 2021 - Taylor & Francis
Introduction This paper describes the research work done toward the development of a
breath analyzing electronic nose (e-nose), and the results obtained from testing patients with …
breath analyzing electronic nose (e-nose), and the results obtained from testing patients with …
Non-invasive diagnosis of COPD with E-nose using XGBoost algorithm
VA Binson, S Thomas, GK Ragesh… - 2021 2nd International …, 2021 - ieeexplore.ieee.org
This work presents the application of a self-developed electronic nose (e-nose) system in
the detection of the respiratory disease chronic obstructive pulmonary disease (COPD). The …
the detection of the respiratory disease chronic obstructive pulmonary disease (COPD). The …
An electronic nose in the discrimination of patients with non-small cell lung cancer and COPD
S Dragonieri, JT Annema, R Schot… - Lung cancer, 2009 - Elsevier
BACKGROUND: Exhaled breath contains thousands of gaseous volatile organic
compounds (VOCs) that may be used as non-invasive markers of lung disease. The …
compounds (VOCs) that may be used as non-invasive markers of lung disease. The …
Electronic nose: A non-invasive technology for breath analysis of diabetes and lung cancer patients
In human exhaled breath, more than 3000 volatile organic compounds (VOCs) are found,
which are directly or indirectly related to internal biochemical processes in the body …
which are directly or indirectly related to internal biochemical processes in the body …
Discrimination of COPD and lung cancer from controls through breath analysis using a self-developed e-nose
VA Binson, M Subramoniam… - Journal of Breath …, 2021 - iopscience.iop.org
This work details the application of a metal oxide semiconductor (MOS) sensor based
electronic nose (e-nose) system in the discrimination of lung cancer and chronic obstructive …
electronic nose (e-nose) system in the discrimination of lung cancer and chronic obstructive …
Recognizing lung cancer and stages using a self-developed electronic nose system
K Chen, L Liu, B Nie, B Lu, L Fu, Z He, W Li, X Pi… - Computers in Biology …, 2021 - Elsevier
Exhaled breath contains thousands of gaseous volatile organic compounds (VOCs) that
could be used as non-invasive biomarkers of lung cancer. Breath-based lung cancer …
could be used as non-invasive biomarkers of lung cancer. Breath-based lung cancer …
A metal oxide gas sensors array for lung cancer diagnosis through exhaled breath analysis
Lung cancer high mortality rate is mainly related to late-stage tumor diagnosis. Survival rates
and treatments could be greatly improved with an effective early diagnosis. Volatile organic …
and treatments could be greatly improved with an effective early diagnosis. Volatile organic …