AIMC Topic: Vital Capacity

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: An Automated Diagnosis of Pulmonary Fibrosis Progression Prediction Using Honeycombing and Deep Learning.

Computational intelligence and neuroscience Jan 28, 2022
Pulmonary fibrosis is a severe chronic lung disease that causes irreversible scarring in the tissues of the lungs, which results in the loss of lung capacity. The Forced Vital Capacity () of the patient is an interesting measure to investigate this d...
Retrospective Studies Lung Deep Learning Idiopathic Pulmonary Fibrosis Vital Capacity Humans
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Prospective machine learning CT quantitative evaluation of idiopathic pulmonary fibrosis in patients undergoing anti-fibrotic treatment using low- and ultra-low-dose CT.

Clinical radiology Dec 7, 2021
AIM: To compare the machine learning computed tomography (CT) quantification tool, Computer-Aided Lung Informatics for Pathology Evaluation and Ratings (CALIPER) to pulmonary function testing (PFT) in assessing idiopathic pulmonary fibrosis (IPF) for...
Aged Aged, 80 and over Male Middle Aged Lung Humans Machine Learning Tomography, X-Ray Computed Female Idiopathic Pulmonary Fibrosis Forced Expiratory Volume Radiotherapy Dosage Vital Capacity
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Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data.

International journal of chronic obstructive pulmonary disease Jan 5, 2021
BACKGROUND: Chronic obstructive pulmonary disease (COPD), the third leading cause of death worldwide, is often underdiagnosed.
Lung Humans Deep Learning Retrospective Studies Vital Capacity Female Pulmonary Disease, Chronic Obstructive Male
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Deep-learning algorithm helps to standardise ATS/ERS spirometric acceptability and usability criteria.

The European respiratory journal Dec 17, 2020
RATIONALE: While American Thoracic Society (ATS)/European Respiratory Society (ERS) quality control criteria for spirometry include several quantitative limits, it also requires manual visual inspection. The current approach is time consuming and lea...
Vital Capacity Humans Algorithms Deep Learning United States Forced Expiratory Volume Spirometry Exhalation
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An Individualized Prediction Model for Long-term Lung Function Trajectory and Risk of COPD in the General Population.

Chest Sep 19, 2019
BACKGROUND: Prediction of future lung function will enable the identification of individuals at high risk of developing COPD, but the trajectory of lung function decline varies greatly among individuals. This study involved the development and valida...
Electrocardiography Longitudinal Studies Age Factors Cough Forced Expiratory Volume Middle Aged Risk Assessment Lung Cohort Studies Body Height Alcohol Drinking Spirometry Triglycerides Serum Albumin Cigarette Smoking Alkaline Phosphatase Hematocrit Dyspnea Sex Factors Humans Machine Learning Algorithms Female Adult Pulmonary Disease, Chronic Obstructive Male Aging Leukocyte Count Vital Capacity Bronchodilator Agents Serum Globulins
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Respiratory Sound Based Classification of Chronic Obstructive Pulmonary Disease: a Risk Stratification Approach in Machine Learning Paradigm.

Journal of medical systems Jun 28, 2019
This article investigates the classification of normal and COPD subjects on the basis of respiratory sound analysis using machine learning techniques. Thirty COPD and 25 healthy subject data are recorded. Total of 39 lung sound features and 3 spirome...
Humans Vital Capacity Machine Learning Respiratory Sounds Risk Assessment Algorithms Female Logistic Models Pulmonary Disease, Chronic Obstructive Support Vector Machine Sensitivity and Specificity Forced Expiratory Volume Male Spirometry
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Diagnostic value of spirometry vs impulse oscillometry: A comparative study in children with sickle cell disease.

Pediatric pulmonology Jun 18, 2019
BACKGROUND: Spirometry is conventionally used to diagnose airway diseases in children with sickle cell disease (C-SCD). However, spirometry is difficult for younger children to perform, is effort dependent, and it provides limited information on resp...
Bronchodilator Agents Oscillometry Anemia, Sickle Cell Respiratory Function Tests Spirometry Respiratory Mechanics Vital Capacity Adolescent Child, Preschool Child ROC Curve Humans Machine Learning Retrospective Studies Female Asthma Male Lung Case-Control Studies
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Predicting forced vital capacity (FVC) using support vector regression (SVR).

Physiological measurement Mar 1, 2019
OBJECTIVE: Spirometry, as the gold standard approach in the diagnosis of chronic obstructive pulmonary disease (COPD), has strict end of test (EOT) criteria (e.g. complete exhalation), which cannot be met by patients with compromised health states. T...
Male Middle Aged Support Vector Machine Models, Statistical Regression Analysis Spirometry Vital Capacity Humans Female
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Multichannel lung sound analysis for asthma detection.

Computer methods and programs in biomedicine Mar 9, 2018
BACKGROUND AND OBJECTIVE: Lung sound signals convey valuable information of the lung status. Auscultation is an effective technique to appreciate the condition of the respiratory system using lung sound signals. The prior works on asthma detection fr...
Humans Normal Distribution Neural Networks, Computer Auscultation Respiratory Sounds Male Predictive Value of Tests Algorithms Middle Aged Forced Expiratory Volume Lung Female Signal Processing, Computer-Assisted Support Vector Machine Young Adult Vital Capacity Models, Statistical Adult Asthma
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Mixed Th2 and non-Th2 inflammatory pattern in the asthma-COPD overlap: a network approach.

International journal of chronic obstructive pulmonary disease Feb 12, 2018
INTRODUCTION: The asthma-chronic obstructive pulmonary disease (COPD) overlap (ACO) is a clinical condition that combines features of those two diseases, and that is difficult to define due to the lack of understanding of the underlying mechanisms. D...
Interleukin-13 Interleukin-5 Th2 Cells Inflammation Mediators Cell Adhesion Molecules Spain Vital Capacity Pulmonary Disease, Chronic Obstructive Asthma Biomarkers Lung Humans Cross-Sectional Studies Prognosis Interleukin-17 Neural Networks, Computer Male Female Interleukin-8 Tumor Necrosis Factor-alpha Middle Aged Aged Discriminant Analysis Interleukin-6 Adult Forced Expiratory Volume
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