AIMC Topic: Electronic Nose

Clear Filters Showing 11 to 20 of 76 articles

Feasibility of classification of drainage and river water quality using machine learning methods based on multidimensional data from a gas sensor array.

Annals of agricultural and environmental medicine : AAEM Dec 2, 2024
OBJECTIVE: The aim of the study is to verify whether the electronic nose system - an array of 17 gas sensors with a signal analysis system - is a useful tool for the classification and preliminary assessment of the quality of drainage water.
Neural Networks, Computer Machine Learning Poland Rivers Gases Electronic Nose Environmental Monitoring Feasibility Studies Water Quality
View on PubMed DOI

Noninvasive Total Cholesterol Level Measurement Using an E-Nose System and Machine Learning on Exhaled Breath Samples.

ACS sensors Nov 22, 2024
In this paper, the first e-nose system coupled with machine learning algorithm for noninvasive measurement of total cholesterol level based on exhaled air sample was proposed. The study was conducted with the participation of 151 people, from whom a ...
Machine Learning Algorithms Female Humans Breath Tests Male Exhalation Middle Aged Electronic Nose Cholesterol Young Adult Adult
View on PubMed DOI

TC-Sniffer: A Transformer-CNN Bibranch Framework Leveraging Auxiliary VOCs for Few-Shot UBC Diagnosis via Electronic Noses.

ACS sensors Nov 13, 2024
Utilizing electronic noses (e-noses) with pattern recognition algorithms offers a promising noninvasive method for the early detection of urinary bladder cancer (UBC). However, limited clinical samples often hinder existing artificial intelligence (A...
Urinary Bladder Neoplasms Humans Neural Networks, Computer Volatile Organic Compounds Algorithms Electronic Nose
View on PubMed DOI

Machine Learning-Based Nanozyme Sensor Array as an Electronic Tongue for the Discrimination of Endogenous Phenolic Compounds in Food.

Analytical chemistry Sep 26, 2024
The detection of endogenous phenolic compounds (EPs) in food is of great significance in elucidating their bioactivity and health effects. Here, a novel bifunctional vanillic acid-Cu (VA-Cu) nanozyme with peroxidase-like and laccase-like activities w...
Fruit and Vegetable Juices Benzidines Peroxidase Nanostructures Honey Electronic Nose Vanillic Acid Machine Learning Food Analysis Tea Phenols Copper Laccase Neural Networks, Computer
View on PubMed DOI

A machine learning-based electronic nose for detecting neonatal sepsis: Analysis of volatile organic compound biomarkers in fecal samples.

Clinica chimica acta; international journal of clinical chemistry Sep 24, 2024
BACKGROUND: Neonatal sepsis is a global health threat, contributing to high morbidity and mortality rates among newborns. Recognizing the profound impact of neonatal sepsis on long-term health outcomes emphasizes the critical need for timely detectio...
Neonatal Sepsis Electronic Nose Gas Chromatography-Mass Spectrometry Volatile Organic Compounds Humans Machine Learning Biomarkers Infant, Newborn Feces
View on PubMed DOI

Thermal desorption-photoionization ion mobility-electronic nose (TD-PIM-Nose) with distance-probability joint decision SVM algorithm: A novel system for Daqu Grade identification.

Food chemistry Sep 20, 2024
Electronic nose is a bionic technology that uses sensor arrays and pattern recognition algorithms to mimic the human olfactory system. This study developed a thermal desorption-photoionization ion mobility-electronic nose (TD-PIM-Nose) system, employ...
Electronic Nose Humans Algorithms Support Vector Machine
View on PubMed DOI

A machine learning-based electronic nose system using numerous low-cost gas sensors for real-time alcoholic beverage classification.

Analytical methods : advancing methods and applications Aug 29, 2024
This study introduces numerous low-cost gas sensors and a real-time alcoholic beverage classification system based on machine learning. Dogs possess a superior sense of smell compared to humans due to having 30 times more olfactory receptors and thre...
Humans Machine Learning Animals Dogs Odorants Alcoholic Beverages Gases Electronic Nose
View on PubMed DOI

Chemometrics methods, sensory evaluation and intelligent sensory technologies combined with GAN-based integrated deep-learning framework to discriminate salted goose breeds.

Food chemistry Aug 22, 2024
The authenticity of salted goose products is concerning for consumers. This study describes an integrated deep-learning framework based on a generative adversarial network and combines it with data from headspace solid phase microextraction/gas chrom...
Geese Electronic Nose Chemometrics Solid Phase Microextraction Gas Chromatography-Mass Spectrometry Breeding Humans Taste Animals Volatile Organic Compounds Deep Learning
View on PubMed DOI

Nanozyme-based colorimetric sensor arrays coupling with smartphone for discrimination and "segmentation-extraction-regression" deep learning assisted quantification of flavonoids.

Biosensors & bioelectronics Jul 26, 2024
Achieving rapid, cost effective, and intelligent identification and quantification of flavonoids is challenging. For fast and uncomplicated flavonoid determination, a sensing platform of smartphone-coupled colorimetric sensor arrays (electronic noses...
Benzidines Citrus Deep Learning Electronic Nose Colorimetry Limit of Detection Cerium Smartphone Biosensing Techniques Flavonoids
View on PubMed DOI

Rapid Mold Detection in Chinese Herbal Medicine Using Enhanced Deep Learning Technology.

Journal of medicinal food Jun 26, 2024
Mold contamination poses a significant challenge in the processing and storage of Chinese herbal medicines (CHM), leading to quality degradation and reduced efficacy. To address this issue, we propose a rapid and accurate detection method for molds i...
Atractylodes Fungi Deep Learning Drug Contamination Drugs, Chinese Herbal Electronic Nose
View on PubMed DOI
Popular Topics
Recent Journals