AIMC Topic: Aerosols
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Machine vision analysis on abnormal respiratory conditions of mice inhaling particles containing cadmium.
Ecotoxicology and environmental safety
Dec 18, 2018
Inhalable environmental toxicants can induce pulmonary malfunction resulting abnormal respiratory conditions. The traditional methods currently available to detect the respiratory condition of animals rely on differential pressure transducers and sig...
Spatiotemporal continuous estimates of PM concentrations in China, 2000-2016: A machine learning method with inputs from satellites, chemical transport model, and ground observations.
Environment international
Dec 18, 2018
Ambient exposure to fine particulate matter (PM) is known to harm public health in China. Satellite remote sensing measurements of aerosol optical depth (AOD) were statistically associated with in-situ observations after 2013 to predict PM concentrat...
Evaluation of machine learning techniques with multiple remote sensing datasets in estimating monthly concentrations of ground-level PM.
Environmental pollution (Barking, Essex : 1987)
Aug 11, 2018
Fine particulate matter (PM) has been recognized as a key air pollutant that can influence population health risk, especially during extreme cases such as wildfires. Previous studies have applied geospatial techniques such as land use regression to m...
Development of an Inline Dry Powder Inhaler That Requires Low Air Volume.
Journal of aerosol medicine and pulmonary drug delivery
Dec 20, 2017
BACKGROUND: Inline dry powder inhalers (DPIs) are actuated by an external air source and have distinct advantages for delivering aerosols to infants and children, and to individuals with compromised lung function or who require ventilator support. Ho...
Aerosol delivery during spontaneous breathing with different types of nebulizers- in vitro/ex vivo models evaluation.
Pulmonary pharmacology & therapeutics
Dec 19, 2017
BACKGROUND: Nebulizers for spontaneous breathing have been evaluated through different study designs. There are limitations in simulated bench models related to patient and nebulizer factors. The aim of this study was to determine the correlation of ...
Method for the Determination of Carbonyl Compounds in E-Cigarette Aerosols.
Journal of chromatographic science
Oct 7, 2016
Low levels of thermal degradation products such as carbonyls (formaldehyde, acetaldehyde, acrolein, crotonaldehyde) have been reported in e-cigarette aerosols. The collection and analysis of e-cigarette aerosol carbonyls are often adapted from method...
Detecting Lung Diseases from Exhaled Aerosols: Non-Invasive Lung Diagnosis Using Fractal Analysis and SVM Classification.
PloS one
Sep 30, 2015
BACKGROUND: Each lung structure exhales a unique pattern of aerosols, which can be used to detect and monitor lung diseases non-invasively. The challenges are accurately interpreting the exhaled aerosol fingerprints and quantitatively correlating the...
Advancing low-cost air quality monitor calibration with machine learning methods.
Environmental pollution (Barking, Essex : 1987)
Jun 1, 2025
Low-cost monitors for measuring airborne contaminants have gained popularity due to their affordability, portability, and ease of use. However, they often exhibit significant biases compared to high-cost reference instruments. For optimal accuracy, t...
Development of an automated photolysis rates prediction system based on machine learning.
Journal of environmental sciences (China)
May 1, 2025
Based on observed meteorological elements, photolysis rates (J-values) and pollutant concentrations, an automated J-values predicting system by machine learning (J-ML) has been developed to reproduce and predict the J-values of OD, NO, HONO, HO, HCHO...
An agglutinate magnetic spray transforms inanimate objects into millirobots for biomedical applications.
Science robotics
Nov 18, 2020
Millirobots that can adapt to unstructured environments, operate in confined spaces, and interact with a diverse range of objects would be desirable for exploration and biomedical applications. The continued development of millirobots, however, requi...
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