Applications of machine learning predictive models in the chronic disease diagnosis
This paper reviews applications of machine learning (ML) predictive models in the diagnosis
of chronic diseases. Chronic diseases (CDs) are responsible for a major portion of global …
of chronic diseases. Chronic diseases (CDs) are responsible for a major portion of global …
FDA-regulated AI algorithms: trends, strengths, and gaps of validation studies
Rationale and Objectives To assess key trends, strengths, and gaps in validation studies of
the Food and Drug Administration (FDA)-regulated imaging-based artificial …
the Food and Drug Administration (FDA)-regulated imaging-based artificial …
Augmenting medical diagnosis decisions? An investigation into physicians' decision-making process with artificial intelligence
Systems based on artificial intelligence (AI) increasingly support physicians in diagnostic
decisions. Compared with rule-based systems, however, these systems are less transparent …
decisions. Compared with rule-based systems, however, these systems are less transparent …
The performance of chest CT in evaluating the clinical severity of COVID-19 pneumonia: identifying critical cases based on CT characteristics
P Lyu, X Liu, R Zhang, L Shi, J Gao - Investigative radiology, 2020 - journals.lww.com
Objectives The aim of this study was to assess the clinical severity of COVID-19 pneumonia
using qualitative and/or quantitative chest computed tomography (CT) indicators and identify …
using qualitative and/or quantitative chest computed tomography (CT) indicators and identify …
[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 develo** countries. Among them …
remodeling and show high prevalence, especially in develo** countries. Among them …
Automated detection of airflow obstructive diseases: a systematic review of the last decade (2013-2022)
Abstract Background and Objective Obstructive airway diseases, including asthma and
Chronic Obstructive Pulmonary Disease (COPD), are two of the most common chronic …
Chronic Obstructive Pulmonary Disease (COPD), are two of the most common chronic …
Artificial intelligence in COPD CT images: identification, staging, and quantitation
Y Wu, S **a, Z Liang, R Chen, S Qi - Respiratory Research, 2024 - Springer
Chronic obstructive pulmonary disease (COPD) stands as a significant global health
challenge, with its intricate pathophysiological manifestations often demanding advanced …
challenge, with its intricate pathophysiological manifestations often demanding advanced …
Analyzing the use of artificial intelligence for the management of chronic obstructive pulmonary disease (COPD)
ADR Fernández, DR Fernández, VG Iglesias… - International journal of …, 2022 - Elsevier
Objective Chronic obstructive pulmonary disease (COPD) is a disease that causes airflow
limitation to the lungs and has a high morbidity around the world. The objective of this study …
limitation to the lungs and has a high morbidity around the world. The objective of this study …
[HTML][HTML] Measuring pulmonary function in COPD using quantitative chest computed tomography analysis
COPD is diagnosed and evaluated by pulmonary function testing (PFT). Chest computed
tomography (CT) primarily serves a descriptive role for diagnosis and severity evaluation …
tomography (CT) primarily serves a descriptive role for diagnosis and severity evaluation …
Multistage ensemble learning model with weighted voting and genetic algorithm optimization strategy for detecting chronic obstructive pulmonary disease
J Dhar - IEEE Access, 2021 - ieeexplore.ieee.org
Chronic Obstructive Pulmonary Disease (COPD) is a life-threatening lung ailment and a
significant cause of morbidity and fatality globally. The early detection of COPD can provide …
significant cause of morbidity and fatality globally. The early detection of COPD can provide …