AIMC Topic: Pulmonary Disease, Chronic Obstructive

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Using machine learning for early detection of chronic obstructive pulmonary disease: a narrative review.

Respiratory research Sep 9, 2024
Chronic obstructive pulmonary disease (COPD) is a prevalent respiratory disease and ranks third in global mortality rates, imposing a significant burden on patients and society. This review looks at recent research, both domestically and abroad, on t...
Pulmonary Disease, Chronic Obstructive Mass Screening Early Diagnosis Humans Machine Learning
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Remote Patient Monitoring and Machine Learning in Acute Exacerbations of Chronic Obstructive Pulmonary Disease: Dual Systematic Literature Review and Narrative Synthesis.

Journal of medical Internet research Sep 9, 2024
BACKGROUND: Acute exacerbations of chronic obstructive pulmonary disease (AECOPD) are associated with high mortality, morbidity, and poor quality of life and constitute a substantial burden to patients and health care systems. New approaches to preve...
Quality of Life Monitoring, Physiologic Telemedicine Humans Machine Learning Pulmonary Disease, Chronic Obstructive
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Quantitative CT Imaging Features Associated with Stable PRISm using Machine Learning.

Academic radiology Aug 26, 2024
RATIONALE AND OBJECTIVES: The structural lung features that characterize individuals with preserved ratio impaired spirometry (PRISm) that remain stable overtime are unknown. The objective of this study was to use machine learning models with compute...
Humans Machine Learning Tomography, X-Ray Computed Female Spirometry Middle Aged Aged Lung Pulmonary Disease, Chronic Obstructive Radiographic Image Interpretation, Computer-Assisted Male
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Artificial intelligence in COPD CT images: identification, staging, and quantitation.

Respiratory research Aug 22, 2024
Chronic obstructive pulmonary disease (COPD) stands as a significant global health challenge, with its intricate pathophysiological manifestations often demanding advanced diagnostic strategies. The recent applications of artificial intelligence (AI)...
Humans Artificial Intelligence Tomography, X-Ray Computed Pulmonary Disease, Chronic Obstructive Severity of Illness Index
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Artificial Intelligence in Chronic Obstructive Pulmonary Disease: Research Status, Trends, and Future Directions --A Bibliometric Analysis from 2009 to 2023.

International journal of chronic obstructive pulmonary disease Aug 21, 2024
OBJECTIVE: A bibliometric analysis was conducted using VOSviewer and CiteSpace to examine studies published between 2009 and 2023 on the utilization of artificial intelligence (AI) in chronic obstructive pulmonary disease (COPD).
Time Factors Forecasting Bibliometrics Humans Diffusion of Innovation Pulmonary Disease, Chronic Obstructive Artificial Intelligence Biomedical Research
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Improving Xenon-129 lung ventilation image SNR with deep-learning based image reconstruction.

Magnetic resonance in medicine Aug 18, 2024
PURPOSE: To evaluate the feasibility and utility of a deep learning (DL)-based reconstruction for improving the SNR of hyperpolarized Xe lung ventilation MRI.
Magnetic Resonance Imaging Feasibility Studies Signal-To-Noise Ratio Deep Learning Image Processing, Computer-Assisted Xenon Isotopes Adult Pulmonary Disease, Chronic Obstructive Asthma Male Middle Aged Retrospective Studies Lung Female Aged Humans Prospective Studies
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COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.

Artificial intelligence in medicine Aug 15, 2024
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a severe condition affecting millions worldwide, leading to numerous annual deaths. The absence of significant symptoms in its early stages promotes high underdiagnosis rates for the affecte...
Support Vector Machine Voice Pulmonary Disease, Chronic Obstructive Male Middle Aged Female Aged Humans Machine Learning
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Identification and Validation of Aging Related Genes Signature in Chronic Obstructive Pulmonary Disease.

COPD Aug 13, 2024
PURPOSE: Chronic Obstructive Pulmonary Disease (COPD) is regarded as an accelerated aging disease. Aging-related genes in COPD are still poorly understood.
Biomarkers Pulmonary Disease, Chronic Obstructive Aging Humans Algorithms Databases, Genetic Class Ia Phosphatidylinositol 3-Kinase ROC Curve Gene Regulatory Networks Support Vector Machine Gene Expression Profiling Real-Time Polymerase Chain Reaction
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Structure and position-aware graph neural network for airway labeling.

Medical image analysis Aug 2, 2024
We present a novel graph-based approach for labeling the anatomical branches of a given airway tree segmentation. The proposed method formulates airway labeling as a branch classification problem in the airway tree graph, where branch features are ex...
Pulmonary Disease, Chronic Obstructive Humans Neural Networks, Computer Algorithms Tomography, X-Ray Computed
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Predicting Acute Exacerbation Phenotype in Chronic Obstructive Pulmonary Disease Patients Using VGG-16 Deep Learning.

Respiration; international review of thoracic diseases Jul 24, 2024
INTRODUCTION: Exacerbations of chronic obstructive pulmonary disease (COPD) have a significant impact on hospitalizations, morbidity, and mortality of patients. This study aimed to develop a model for predicting acute exacerbation in COPD patients (A...
Aged Pulmonary Disease, Chronic Obstructive Male ROC Curve Middle Aged Humans Tomography, X-Ray Computed Disease Progression Phenotype Female Deep Learning Retrospective Studies
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