Artificial intelligence and machine learning in respiratory medicine

E Mekov, M Miravitlles, R Petkov - Expert review of respiratory …, 2020 - Taylor & Francis
… the field of respiratory diseases. The string ‘(… respiratory disease diagnosis is based on
expert opinion, which relies on model recognition and clinical context to identify a specific disease

Biodegradable smart face masks for machine learning-assisted chronic respiratory disease diagnosis

K Zhang, Z Li, J Zhang, D Zhao, Y Pi, Y Shi… - ACS …, 2022 - ACS Publications
learning algorithms need to … machine learning algorithm for chronic respiratory disease
diagnosis. Our face mask can be conveniently used in daily life to collect and analyze respiratory

Machine learning approaches based on wearable devices for respiratory diseases diagnosis

EA Paraschiv, CM Rotaru - 2020 International Conference on e …, 2020 - ieeexplore.ieee.org
… detection of respiratory diseases. Machine learning and deep learning models have been
… a better diagnosis of lung diseases based on respiratory sounds. This automatic detection …

[HTML][HTML] Machine learning models for predicting the occurrence of respiratory diseases using climatic and air-pollution factors

Y Ku, SB Kwon, JH Yoon, SK Mun… - Clinical and …, 2022 - synapse.koreamed.org
… factors are known to influence the occurrence of respiratory diseases, we used these factors
to develop machine learning models for predicting the occurrence of respiratory diseases. …

[Retracted] A MachineLearning‐Based System for Prediction of Cardiovascular and Chronic Respiratory Diseases

W Shah, M Aleem, MA Iqbal, MA Islam… - Journal of …, 2021 - Wiley Online Library
… Cardiovascular and chronic respiratory diseases are global … In this study, we propose a
machine-learning-based … for both cardiovascular and chronic respiratory diseases. Based on the …

Trends of using machine learning for detection and classification of respiratory diseases: Investigation and analysis

B Aljaddouh, D Malathi - Materials Today: Proceedings, 2022 - Elsevier
… , the classification system for respiratory diseases will be … the classification systems for
respiratory diseases. The stages … , where the available lung and respiratory disease data will be …

[HTML][HTML] … outpatient and emergency department visit forecasting for patients with chronic respiratory diseases using machine learning methods: retrospective cohort …

J Peng, C Chen, M Zhou, X Xie, Y Zhou… - JMIR medical …, 2020 - medinform.jmir.org
machine learning (ML) methods to predict the peak OED arrivals of patients with chronic
respiratory diseases. … visits from patients with chronic respiratory diseases to OEDs in hospitals …

Machine learning for prediction of cardiovascular disease and respiratory disease: a review

G Parashar, A Chaudhary, D Pandey - SN Computer Science, 2024 - Springer
respiratory diseases (RD) have been in the active domain for machine learning (ML) researchers
as these diseases … , inflammatory heart disease, ischemic heart disease (IHD), and RD …

Spatial estimation of chronic respiratory diseases based on machine learning procedures—An approach using remote sensing data and environmental variables in …

CI Alvarez-Mendoza, A Teodoro, A Freitas, J Fonseca - Applied Geography, 2020 - Elsevier
respiratory health parameters. This study proposes to estimate the prevalence of Chronic
Respiratory Diseases… discharges of patients with chronic respiratory diseases in Quito, Ecuador…

Real-time Monitoring and Prediction of Respiratory Diseases Using IoT and Machine Learning

S Aghalya, NV Rao, RR Roy… - … Conference On Smart …, 2023 - ieeexplore.ieee.org
… RESULT AND DISCUSSION An IoT and machine learning-based system was … respiratory
diseases in real-time. Several sensors, including spirometers, pulse oximeters, and respiratory