AIMC Topic: Asthma

Clear Filters Showing 131 to 140 of 167 articles

Use of a Robotic Sampler (PIPER) for Evaluation of Particulate Matter Exposure and Eczema in Preschoolers.

International journal of environmental research and public health Feb 19, 2016
While the association of eczema with asthma is well recognized, little research has focused on the potential role of inhalable exposures and eczema. While indoor air quality is important in the development of respiratory disease as children in the U....
Male Infant Child, Preschool Environmental Monitoring Robotics Air Pollution, Indoor Humans Female Asthma Dermatitis, Atopic Respiratory Sounds Particulate Matter Inhalation Exposure Eczema
View on PubMed DOI

Powerful Tests for Multi-Marker Association Analysis Using Ensemble Learning.

PloS one Nov 30, 2015
Multi-marker approaches have received a lot of attention recently in genome wide association studies and can enhance power to detect new associations under certain conditions. Gene-, gene-set- and pathway-based association tests are increasingly bein...
Genetic Markers Asthma Humans Machine Learning Genome-Wide Association Study Phenotype Polymorphism, Single Nucleotide
View on PubMed DOI

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...
Aerosols Humans Prognosis Breath Tests Asthma Support Vector Machine Lung Diseases
View on PubMed DOI

Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease.

BMC medical informatics and decision making Sep 11, 2015
BACKGROUND: This paper presents a system for classification of asthma and chronic obstructive pulmonary disease (COPD) based on fuzzy rules and the trained neural network.
Fuzzy Logic Spirometry Oscillometry Neural Networks, Computer Female Young Adult Male Adult Pulmonary Disease, Chronic Obstructive Middle Aged Humans Asthma Adolescent
View on PubMed DOI

Glucagon-like Peptide-1 Receptor Agonists in Asthma Exacerbations: An Application of High-Dimensional Iterative Causal Forest to Identify Subgroups.

Pharmacoepidemiology and drug safety Aug 1, 2025
BACKGROUND: Glucagon-like Peptide-1 Receptor Agonists (GLP1RA) may reduce asthma exacerbation (AE) risk, but it is unclear which populations benefit most. Recent pharmacoepidemiologic studies have employed iterative causal forest (iCF), a machine lea...
Adult Asthma Humans Male Cohort Studies Hospitalization Machine Learning Sulfonylurea Compounds Middle Aged Aged Algorithms Pharmacoepidemiology Disease Progression Female Glucagon-Like Peptide-1 Receptor Agonists Young Adult Adolescent
View on PubMed DOI

Single-cell RNA sequencing reveals immunological link between house dust mite allergy and childhood asthma.

Scientific reports May 14, 2025
Allergic asthma in children is typically associated with house dust mites (HDM) as the key allergen. Nevertheless, the diagnostic rate remains below 60% due to the absence of specific symptoms and diagnostic markers, which hinders the implementation ...
Animals Male Leukocytes, Mononuclear Humans Female Asthma Single-Cell Analysis Sequence Analysis, RNA Allergens Pyroglyphidae Gene Expression Profiling Child, Preschool Child Hypersensitivity Dust Mite Allergy
View on PubMed DOI

Audio-based digital biomarkers in diagnosing and managing respiratory diseases: a systematic review and bibliometric analysis.

European respiratory review : an official journal of the European Respiratory Society Apr 1, 2025
Advances in wearable sensors and artificial intelligence have greatly enhanced the potential of digitised audio biomarkers for disease diagnostics and monitoring. In respiratory care, evidence supporting their clinical use remains fragmented and inco...
Bibliometrics Biomarkers Asthma Respiratory Tract Diseases Wearable Electronic Devices Humans
View on PubMed DOI

PNL: a software to build polygenic risk scores using a super learner approach based on PairNet, a Convolutional Neural Network.

Bioinformatics (Oxford, England) Feb 4, 2025
SUMMARY: Polygenic risk scores (PRSs) hold promise for early disease diagnosis and personalized treatment, but their overall discriminative power remains limited for many diseases in the general population. As a result, numerous novel PRS modeling te...
Asthma Convolutional Neural Networks Diabetes Mellitus, Type 2 Genetic Predisposition to Disease Multifactorial Inheritance Genetic Risk Score Neural Networks, Computer Software Humans Algorithms
View on PubMed DOI

Enhancing Asthma Self-Management with Environmental Passive-Monitoring Data and Machine Learning-Based Predictions.

Studies in health technology and informatics Aug 22, 2024
Monitoring enables timely action which is critical in avoiding asthma attacks. With the abundance of local weather and pollution data, when augmented with machine learning, it is becoming possible to replace traditional tedious active monitoring in c...
Asthma Environmental Monitoring Machine Learning Self-Management Humans
View on PubMed DOI

Examining the effectiveness of artificial intelligence applications in asthma and COPD outpatient support in terms of patient health and public cost: SWOT analysis.

Medicine Jul 19, 2024
This research aimed to examine the effectiveness of artificial intelligence applications in asthma and chronic obstructive pulmonary disease (COPD) outpatient treatment support in terms of patient health and public costs. The data obtained in the res...
Artificial Intelligence Pulmonary Disease, Chronic Obstructive Asthma Humans Ambulatory Care
View on PubMed DOI
Popular Topics
Recent Journals