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Pulmonary Disease, Chronic Obstructive

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Screening the Best Risk Model and Susceptibility SNPs for Chronic Obstructive Pulmonary Disease (COPD) Based on Machine Learning Algorithms.

International journal of chronic obstructive pulmonary disease 39525518
BACKGROUND AND PURPOSE: Chronic obstructive pulmonary disease (COPD) is a common and progressive disease that is influenced by both genetic and environmental factors, and genetic factors are important determinants of COPD. This study focuses on scree...
Aged Algorithms Case-Control Studies Female Genetic Association Studies Genetic Predisposition to Disease Humans Logistic Models Lung Machine Learning Male Middle Aged Phenotype Polymorphism, Single Nucleotide Predictive Value of Tests Pulmonary Disease, Chronic Obstructive Risk Assessment Risk Factors ROC Curve
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Screening COPD-Related Biomarkers and Traditional Chinese Medicine Prediction Based on Bioinformatics and Machine Learning.

International journal of chronic obstructive pulmonary disease 39346628
PURPOSE: To employ bioinformatics and machine learning to predict the characteristics of immune cells and genes associated with the inflammatory response and ferroptosis in chronic obstructive pulmonary disease (COPD) patients and to aid in the devel...
Biomarkers Computational Biology Databases, Genetic Drugs, Chinese Herbal Ferroptosis Gene Expression Profiling Gene Regulatory Networks Genetic Markers Genetic Predisposition to Disease Humans Lung Machine Learning Medicine, Chinese Traditional Mendelian Randomization Analysis MicroRNAs Molecular Docking Simulation Phenotype Predictive Value of Tests Pulmonary Disease, Chronic Obstructive Transcriptome
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COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.

Artificial intelligence in medicine 39222579
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...
Aged Female Humans Machine Learning Male Middle Aged Pulmonary Disease, Chronic Obstructive Support Vector Machine Voice
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Identification of diagnostic biomarkers and immune cell profiles associated with COPD integrated bioinformatics and machine learning.

Journal of cellular and molecular medicine 39344484
This retrospective transcriptomic study leveraged bioinformatics and machine learning algorithms to identify novel gene biomarkers and explore immune cell infiltration profiles associated with chronic obstructive pulmonary disease (COPD). Utilizing a...
Adenylyl Cyclases Aged Biomarkers Chromogranins Computational Biology Female Gene Expression Profiling GTP-Binding Protein alpha Subunits, Gs Humans Killer Cells, Natural Machine Learning Male Middle Aged Pulmonary Disease, Chronic Obstructive Retrospective Studies Transcriptome
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Identification of Nocturnal Leg Cramps and Affecting Factors in COPD Patients: Logistic Regression and Artificial Neural Network.

Clinical nursing research 39301776
Although there are many sleep-related complaints in chronic obstructive pulmonary disease (COPD) patients, nocturnal leg cramps have not been adequately and extensively studied. This study fills a significant gap in the literature by determining the ...
Aged Case-Control Studies Female Humans Logistic Models Male Middle Aged Neural Networks, Computer Prevalence Pulmonary Disease, Chronic Obstructive Risk Factors Sleep-Wake Transition Disorders
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Advancements in automated classification of chronic obstructive pulmonary disease based on computed tomography imaging features through deep learning approaches.

Respiratory medicine 39299523
Chronic Obstructive Pulmonary Disease (COPD) represents a global public health issue that significantly impairs patients' quality of life and overall health. As one of the primary causes of chronic respiratory diseases and global mortality, effective...
Deep Learning Humans Pulmonary Disease, Chronic Obstructive Respiratory Function Tests Tomography, X-Ray Computed
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Using machine learning for early detection of chronic obstructive pulmonary disease: a narrative review.

Respiratory research 39252086
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...
Early Diagnosis Humans Machine Learning Mass Screening Pulmonary Disease, Chronic Obstructive
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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 39250789
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...
Humans Machine Learning Monitoring, Physiologic Pulmonary Disease, Chronic Obstructive Quality of Life Telemedicine
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BreathVisionNet: A pulmonary-function-guided CNN-transformer hybrid model for expiratory CT image synthesis.

Computer methods and programs in biomedicine 39571504
BACKGROUND AND OBJECTIVE: Chronic obstructive pulmonary disease (COPD) has high heterogeneity in etiologies and clinical manifestations. Expiratory Computed tomography (CT) can effectively assess air trapping, aiding in disease diagnosis. However, du...
Algorithms Exhalation Humans Image Processing, Computer-Assisted Lung Neural Networks, Computer Pulmonary Disease, Chronic Obstructive Respiratory Function Tests Tomography, X-Ray Computed
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Interpretable machine learning uncovers epithelial transcriptional rewiring and a role for Gelsolin in COPD.

JCI insight 39352744
Transcriptomic analyses have advanced the understanding of complex disease pathophysiology including chronic obstructive pulmonary disease (COPD). However, identifying relevant biologic causative factors has been limited by the integration of high di...
Animals Disease Models, Animal Epithelial Cells Female Gelsolin Gene Expression Profiling Gene Regulatory Networks Humans Lung Machine Learning Male Mice Pulmonary Disease, Chronic Obstructive Transcriptome
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