[PDF][PDF] Machine Learning-based Prediction of Relative Regional Air Volume Change from Healthy Human Lung CTs.
Abstract Machine learning is widely used in various academic fields, and recently it has
been actively applied in the medical research. In the medical field, machine learning is used …
been actively applied in the medical research. In the medical field, machine learning is used …
Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans
Background Treatment and preventative advances for chronic obstructive pulmonary
disease (COPD) have been slow due, in part, to limited subphenotypes. We tested if …
disease (COPD) have been slow due, in part, to limited subphenotypes. We tested if …
[HTML][HTML] A computed tomography imaging-based subject-specific whole-lung deposition model
The respiratory tract is an important route for beneficial drug aerosol or harmful particulate
matter to enter the body. To assess the therapeutic response or disease risk, whole-lung …
matter to enter the body. To assess the therapeutic response or disease risk, whole-lung …
Contrastive learning and subtyping of post-COVID-19 lung computed tomography images
Patients who recovered from the novel coronavirus disease 2019 (COVID-19) may
experience a range of long-term symptoms. Since the lung is the most common site of the …
experience a range of long-term symptoms. Since the lung is the most common site of the …
Direct estimation of regional lung volume change from paired and single CT images using residual regression neural network
Background Chest computed tomography (CT) enables characterization of pulmonary
diseases by producing high‐resolution and high‐contrast images of the intricate lung …
diseases by producing high‐resolution and high‐contrast images of the intricate lung …
A titratable murine model of progressive emphysema using tracheal porcine pancreatic elastase
I Joshi, AJ Devine, R Joshi, NJ Smith, BM Varisco - Scientific Reports, 2023 - nature.com
Progressive emphysema often leads to end-stage lung disease. Most mouse models of
emphysema are typically modest (ie cigarette smoke exposure), and changes over time are …
emphysema are typically modest (ie cigarette smoke exposure), and changes over time are …
Structural and functional alterations of subjects with cement dust exposure: a longitudinal quantitative computed tomography-based study
Cement dust exposure (CDE) can be a risk factor for pulmonary disease, causing changes
in segmental airways and parenchymal lungs. This study investigates longitudinal …
in segmental airways and parenchymal lungs. This study investigates longitudinal …
Predicting Acute Exacerbation Phenotype in Chronic Obstructive Pulmonary Disease Patients Using VGG-16 Deep Learning
S Feng, R Zhang, W Zhang, Y Yang, A Song, J Chen… - Respiration, 2025 - karger.com
Introduction: Exacerbations of chronic obstructive pulmonary disease (COPD) have a
significant impact on hospitalizations, morbidity, and mortality of patients. This study aimed …
significant impact on hospitalizations, morbidity, and mortality of patients. This study aimed …
[HTML][HTML] Exploratory Study on COPD Phenotypes and their Progression: Integrating SPECT and qCT Imaging Analysis
Background: The objective of this study is to understand chronic obstructive pulmonary
disease (COPD) phenotypes and their progressions by quantifying heterogeneities of lung …
disease (COPD) phenotypes and their progressions by quantifying heterogeneities of lung …
Chronic Obstructive Pulmonary Disease and Small Airways Diseases
BM Elicker - Seminars in Respiratory and Critical Care …, 2022 - thieme-connect.com
The small airways are a common target of injury within the lungs and may be affected by a
wide variety of inhaled, systemic, and other disorders. Imaging is critical in the detection and …
wide variety of inhaled, systemic, and other disorders. Imaging is critical in the detection and …