AIMC Topic: Acetone

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Honeybee colony soundscapes: Decoding distance-based cues and environmental stressors.

Ecotoxicology and environmental safety Apr 28, 2025
Honey bees play a crucial role in agricultural productivity and ecological stability, yet their interactions with environmental stressors, particularly volatile organic compounds (VOCs) and pollutants, pose significant challenges to their cognitive f...
Animals Acetone Acetates Bees Behavior, Animal Animal Communication Sound Cues Volatile Organic Compounds
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Targeted conversion of cellulose and hemicellulose macromolecules in the phosphoric acid/acetone/water system: An exploration of machine learning evaluation and product prediction.

International journal of biological macromolecules Mar 8, 2025
The simultaneous hydrolysis of cellulose and hemicellulose involves trade-offs, making precise control of hydrolysis products crucial for sustainable development. This study employed three machine learning (ML) models-Random Forest (RF), Extreme Grad...
Hydrolysis Furaldehyde Machine Learning Phosphoric Acids Water Cellulose Acetone Polysaccharides
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Multigas Identification by Temperature-Modulated Operation of a Single Anodic Aluminum Oxide Gas Sensor Platform and Deep Learning Algorithm.

ACS sensors Jan 20, 2025
Semiconductor metal oxide (SMO) gas sensors are gaining prominence owing to their high sensitivity, rapid response, and cost-effectiveness. These sensors detect changes in resistance resulting from oxidation-reduction reactions with target gases, res...
Deep Learning Ethanol Acetone Neural Networks, Computer Algorithms Temperature Aluminum Oxide Ammonia Gases Nitrogen Dioxide Electrodes Semiconductors
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Breath Analyzer for Real-Time Exercise Fat Burning Prediction: Oral and Alveolar Breath Insights with CNN.

ACS sensors Dec 23, 2024
The increasing prevalence of obesity and metabolic disorders has created a significant demand for personalized devices that can effectively monitor fat metabolism. In this study, we developed an advanced breath analyzer system designed to provide rea...
Volatile Organic Compounds 3-Hydroxybutyric Acid Breath Tests Acetone Mouth Humans Neural Networks, Computer Female Adult Male Exercise
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Deep-Learning-Based Blood Glucose Detection Device Using Acetone Exhaled Breath Sensing Features of α-FeO-MWCNT Nanocomposites.

ACS applied materials & interfaces Sep 3, 2024
Owing to the correlation between acetone in human's exhaled breath (EB) and blood glucose, the development of EB acetone gas-sensing devices is important for early diagnosis of diabetes diseases. In this article, a noninvasive blood glucose detection...
Nanotubes, Carbon Breath Tests Exhalation Nanocomposites Ferric Compounds Humans Deep Learning Blood Glucose Biosensing Techniques Acetone
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The Classification of VOCs Based on Sensor Images Using a Lightweight Neural Network for Lung Cancer Diagnosis.

Sensors (Basel, Switzerland) Apr 28, 2024
The application of artificial intelligence to point-of-care testing (POCT) disease detection has become a hot research field, in which breath detection, which detects the patient's exhaled VOCs, combined with sensor arrays of convolutional neural net...
Humans Breath Tests Ethanol Neural Networks, Computer Acetone Algorithms Volatile Organic Compounds Lung Neoplasms
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Application and integration of deep learning in FAIMS for identifying acetone concentration.

Analytical biochemistry Dec 18, 2023
In practical applications, analytical instruments are used for both qualitative and quantitative analysis. However, for high-field asymmetric-waveform ion mobility spectrometry (FAIMS), most studies to date have been focused on the qualitative analys...
Deep Learning Acetone Ion Mobility Spectrometry
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Extracts of Jamun seeds inhibited the growth of human (Hep-2) cancer cells.

Journal of cancer research and therapeutics Apr 7, 2023
INTRODUCTION: In the last century, the human laryngeal epithelioma has become a life-threatening disease leading to a high rate of mortality worldwide. The current investigation is focusing on the antiproliferative effect of Eugenia jambolana seed ex...
Acetone Humans Seeds Carcinoma Plant Extracts Ethanol Methanol
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Recent Advancements and Future Prospects on E-Nose Sensors Technology and Machine Learning Approaches for Non-Invasive Diabetes Diagnosis: A Review.

IEEE reviews in biomedical engineering Jan 22, 2021
Diabetes mellitus, commonly measured through an invasive process which although is accurate, has manifold drawbacks especially when multiple reading are required at regular intervals. Accordingly, there is a need to develop a dependable non-invasive ...
Breath Tests Electronic Nose Signal Processing, Computer-Assisted Acetone Glucose Machine Learning Diabetes Mellitus Biomarkers Monitoring, Physiologic Biosensing Techniques Humans
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Bluetooth gas sensing module combined with smartphones for air quality monitoring.

Chemosphere Apr 26, 2018
This study addresses the development of a miniaturized (60 × 60 mm) Wireless Sensing Module (WSM) for environmental application and air quality detection. The proposed prototype has six sensors: one for humidity, one for ambient temperature (SHT21 fr...
Formaldehyde Acetone Toluene Environmental Monitoring Air Pollution Neural Networks, Computer Gases Algorithms Xylenes Smartphone Benzene
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