Potential value and impact of data mining and machine learning in clinical diagnostics
M Saberi-Karimian, Z Khorasanchi… - Critical reviews in …, 2021 - Taylor & Francis
Data mining involves the use of mathematical sciences, statistics, artificial intelligence, and
machine learning to determine the relationships between variables from a large sample of …
machine learning to determine the relationships between variables from a large sample of …
[HTML][HTML] Artificial intelligence and machine learning in chronic airway diseases: focus on asthma and chronic obstructive pulmonary disease
Y Feng, Y Wang, C Zeng, H Mao - International journal of medical …, 2021 - ncbi.nlm.nih.gov
Chronic airway diseases are characterized by airway inflammation, obstruction, and
remodeling and show high prevalence, especially in developing countries. Among them …
remodeling and show high prevalence, especially in developing countries. Among them …
Artificial intelligence and machine learning in respiratory medicine
E Mekov, M Miravitlles, R Petkov - Expert review of respiratory …, 2020 - Taylor & Francis
Introduction The application of artificial intelligence (AI) and machine learning (ML) in
medicine and in particular in respiratory medicine is an increasingly relevant topic. Areas …
medicine and in particular in respiratory medicine is an increasingly relevant topic. Areas …
Animal models and mechanisms of tobacco smoke-induced chronic obstructive pulmonary disease (COPD)
Chronic obstructive pulmonary disease (COPD) is the third leading cause of death
worldwide, and its global health burden is increasing. COPD is characterized by …
worldwide, and its global health burden is increasing. COPD is characterized by …
A biomimetic, copolymeric membrane for cell‐stretch experiments with pulmonary epithelial cells at the air‐liquid interface
Chronic respiratory diseases are among the leading causes of death worldwide, but only
symptomatic therapies are available for terminal illness. This in part reflects a lack of …
symptomatic therapies are available for terminal illness. This in part reflects a lack of …
Early diagnosis and real-time monitoring of regional lung function changes to prevent chronic obstructive pulmonary disease progression to severe emphysema
T Jung, N Vij - Journal of Clinical Medicine, 2021 - mdpi.com
First-and second-hand exposure to smoke or air pollutants is the primary cause of chronic
obstructive pulmonary disease (COPD) pathogenesis, where genetic and age-related …
obstructive pulmonary disease (COPD) pathogenesis, where genetic and age-related …
[PDF][PDF] Chronic obstructive pulmonary disease-diagnosis and management of stable disease; a personalized approach to care, using the treatable traits concept based …
J Zatloukal, K Brat, K Neumannova… - … Papers of the …, 2020 - biomed.papers.upol.cz
Treatment of COPD should reflect the complexity and heterogeneity of the disease and be
tailored to individual patients. Major goals of COPD treatment are symptom reduction and …
tailored to individual patients. Major goals of COPD treatment are symptom reduction and …
Induced sputum metabolomic profiles and oxidative stress are associated with chronic obstructive pulmonary disease (COPD) severity: potential use for predictive …
Chronic obstructive pulmonary disease (COPD) is a highly heterogeneous disease, and
metabolomics plays a hub role in predictive, preventive, and personalized medicine (PPPM) …
metabolomics plays a hub role in predictive, preventive, and personalized medicine (PPPM) …
Machine learning for pulmonary and critical care medicine: a narrative review
E Mlodzinski, DJ Stone, LA Celi - Pulmonary Therapy, 2020 - Springer
Abstract Machine learning (ML) is a discipline of computer science in which statistical
methods are applied to data in order to classify, predict, or optimize, based on previously …
methods are applied to data in order to classify, predict, or optimize, based on previously …
Unravelling the molecular mechanisms underlying chronic respiratory diseases for the development of novel therapeutics via in vitro experimental models
Chronic respiratory diseases have collectively become a major public health concern and
have now taken form as one of the leading causes of mortality worldwide. Most chronic …
have now taken form as one of the leading causes of mortality worldwide. Most chronic …