[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 …

Pulmonary functional imaging: Part 2—state-of-the-Art clinical applications and opportunities for improved patient care

WB Gefter, KS Lee, ML Schiebler, G Parraga, JB Seo… - Radiology, 2021 - pubs.rsna.org
Pulmonary functional imaging may be defined as the regional quantification of lung function
by using primarily CT, MRI, and nuclear medicine techniques. The distribution of pulmonary …

[PDF][PDF] Machine Learning-based Prediction of Relative Regional Air Volume Change from Healthy Human Lung CTs.

E Kim, YH Lee, J Choi, B Yoo, KJ Chae… - KSII Trans. Internet Inf. Syst …, 2023 - itiis.org
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 …

[HTML][HTML] Artificial intelligence in the NHS: climate and emissions✰,✰✰

PS Bloomfield, P Clutton-Brock, E Pencheon… - The Journal of Climate …, 2021 - Elsevier
Healthcare provision has a significant climate impact and, conversely, the climate is a
determinant of population health. Research is underway to quantify the emissions from …

[HTML][HTML] Application of P4 (predictive, preventive, personalized, participatory) approach to occupational medicine

G Collatuzzo, P Boffetta - La Medicina del lavoro, 2022 - ncbi.nlm.nih.gov
In recent years there has been a growth in the role of prevention in controlling the disease
burden. Increasing efforts have been conveyed in the screening implementation and public …

Phenomics and robust multiomics data for cardiovascular disease subtyping

E Maiorino, J Loscalzo - Arteriosclerosis, Thrombosis, and …, 2023 - Am Heart Assoc
The complex landscape of cardiovascular diseases encompasses a wide range of related
pathologies arising from diverse molecular mechanisms and exhibiting heterogeneous …

Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans

ED Angelini, J Yang, PP Balte, EA Hoffman… - Thorax, 2023 - thorax.bmj.com
Background Treatment and preventative advances for chronic obstructive pulmonary
disease (COPD) have been slow due, in part, to limited subphenotypes. We tested if …

Different risks of mortality and longitudinal transition trajectories in new potential subtypes of the preserved ratio impaired spirometry: evidence from the English …

D He, Y Sun, M Gao, Q Wu, Z Cheng, J Li… - Frontiers in …, 2021 - frontiersin.org
Background: Preserved ratio impaired spirometry (PRISm), characterized by the decreased
forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC) with a preserved …

[HTML][HTML] A computed tomography imaging-based subject-specific whole-lung deposition model

X Zhang, F Li, PK Rajaraman, J Choi… - European Journal of …, 2022 - Elsevier
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 …

Precise terminology for precision medicine

CA Powell - Radiology, 2024 - pubs.rsna.org
Dr Charles A. Powell is professor of medicine and system division chief for pulmonary,
critical care, and sleep medicine at the Icahn School of Medicine at Mount Sinai. Dr Powell's …