Cargando…

Prediction of Atrial Fibrillation in Hospitalized Elderly Patients With Coronary Heart Disease and Type 2 Diabetes Mellitus Using Machine Learning: A Multicenter Retrospective Study

BACKGROUND: The objective of this study was to use machine learning algorithms to construct predictive models for atrial fibrillation (AF) in elderly patients with coronary heart disease (CHD) and type 2 diabetes mellitus (T2DM). METHODS: The diagnosis and treatment data of elderly patients with CHD...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xu, Qian, Peng, Yan, Tan, Juntao, Zhao, Wenlong, Yang, Meijie, Tian, Jie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Public Health
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931193/ https://www.ncbi.nlm.nih.gov/pubmed/35309227 http://dx.doi.org/10.3389/fpubh.2022.842104

Ejemplares similares

Pilot study of peripheral blood chemokines as biomarkers for atrial fibrillation-related thromboembolism and bleeding in elderly patients
por: Tai, Meihui, et al.
Publicado: (2022)

Frailty and comorbidity burden in Atrial Fibrillation
por: Salis, Francesco, et al.
Publicado: (2023)

Cost-Effectiveness of Dronedarone and Amiodarone for the Treatment of Chinese Patients With Atrial Fibrillation
por: Zhang, Mengran, et al.
Publicado: (2021)

In-patient Expenditure Between 2012 and 2020 Concerning Patients With Liver Cirrhosis in Chongqing: A Hospital-Based Multicenter Retrospective Study
por: Tan, Juntao, et al.
Publicado: (2022)

Opportunistic screening to detect atrial fibrillation in Aboriginal adults in Australia
por: Gwynne, Kylie, et al.
Publicado: (2016)

Molecular Epidemiology and Drug Resistant Mechanism of Carbapenem-Resistant Klebsiella pneumoniae in Elderly Patients With Lower Respiratory Tract Infection
por: Shao, Chunhong, et al.
Publicado: (2021)

Sex-related differences in the impact of nutritional status on length of hospital stay in atrial fibrillation: a retrospective cohort study
por: Kwaśny, Adrian, et al.
Publicado: (2023)

Factors affecting wearable ECG device adoption by general practitioners for atrial fibrillation screening: cross-sectional study
por: Yao, Yi, et al.
Publicado: (2023)

Epidemiology of Constipation in Elderly People in Parts of China: A Multicenter Study
por: Du, Xiaoshan, et al.
Publicado: (2022)

Racial and Urban-Rural Difference in the Frequency of Ischemic Stroke as Initial Manifestation of Atrial Fibrillation
por: Guo, Jingchuan, et al.
Publicado: (2021)

Does YouTube Provide Qualified Patient Education Videos About Atrial Fibrillation?
por: Luo, Chong, et al.
Publicado: (2022)

Noise annoyance and risk of prevalent and incident atrial fibrillation–A sex-specific analysis
por: Hahad, Omar, et al.
Publicado: (2022)

Association of New-Onset Atrial Fibrillation With All-Cause Mortality in COVID-19 Patients
por: Zaheer, Kamran, et al.
Publicado: (2023)

Atrial fibrillation (AF) pilot screening programme in primary care in Ireland: an implementation study protocol
por: Callanan, Aileen, et al.
Publicado: (2022)

Promoting the well-being of rural elderly people for longevity among different birth generations: A healthy lifestyle perspective
por: Li, Xian, et al.
Publicado: (2023)

Link Between Non-Alcoholic Fatty Liver Disease and Atrial Fibrillation: A Systematic Review and Meta-Analysis
por: Minhas, Abdul M, et al.
Publicado: (2017)

Why do people take part in atrial fibrillation screening? Qualitative interview study in English primary care
por: Hoare, Sarah, et al.
Publicado: (2022)

Prevalence and Influencing Factors of Coronary Heart Disease and Stroke in Chinese Rural Adults: The Henan Rural Cohort Study
por: Wang, Yan, et al.
Publicado: (2020)

A web-based novel prediction model for predicting depression in elderly patients with coronary heart disease: A multicenter retrospective, propensity-score matched study
por: Tan, Juntao, et al.
Publicado: (2022)

Depression is associated with heart failure in patients with type 2 diabetes mellitus
por: Chen, Yanying, et al.
Publicado: (2023)

Machine learning algorithms identifying the risk of new-onset ACS in patients with type 2 diabetes mellitus: A retrospective cohort study
por: Zhong, Zuoquan, et al.
Publicado: (2022)

Effect of Charlson Comorbidity Index and Treatment Strategy on Survival of Elderly Patients After Endoscopic Submucosal Dissection for Gastric Adenocarcinoma: A Multicenter Retrospective Study
por: Cao, Wenzhe, et al.
Publicado: (2022)

Machine learning-based classification of circadian rhythm characteristics for mild cognitive impairment in the elderly
por: Liu, Zhizhen, et al.
Publicado: (2022)

Individualized prediction of chronic kidney disease for the elderly in longevity areas in China: Machine learning approaches
por: Su, Dai, et al.
Publicado: (2022)

Clinical insomnia among elderly primary care attenders in Wuhan, China: A multicenter cross-sectional epidemiological study
por: Zhong, Bao-Liang, et al.
Publicado: (2022)

Factors Associated With Medication Compliance in Elderly Patients With Type 2 Diabetes Mellitus: A Cross-Sectional Study
por: Wakui, Nobuyuki, et al.
Publicado: (2022)

Associations of Adiponectin and Leptin with Incident Coronary Heart Disease and Ischemic Stroke in African Americans: The Jackson Heart Study
por: Bidulescu, Aurelian, et al.
Publicado: (2013)

Distribution of risk factors differs from coronary heart disease and stroke in China: a national population survey
por: Li, Yapeng, et al.
Publicado: (2022)

A forced cough sound based pulmonary function assessment method by using machine learning
por: Xu, Wenlong, et al.
Publicado: (2022)

Incidence of atrial fibrillation in elderly patients with type 2 diabetes mellitus
por: Matsumoto, Chisa, et al.
Publicado: (2022)

Analysis of the Dose-Response Relationship Between the International Normalized Ratio and Hepatic Encephalopathy in Patients With Liver Cirrhosis Using Restricted Cubic Spline Functions
por: Tan, Juntao, et al.
Publicado: (2022)

Cluster randomised controlled trial of screening for atrial fibrillation in people aged 70 years and over to reduce stroke: protocol for the pilot study for the SAFER trial
por: Williams, Kate, et al.
Publicado: (2022)

Estimates of the global, regional, and national burden of atrial fibrillation in older adults from 1990 to 2019: insights from the Global Burden of Disease study 2019
por: Jiao, Min, et al.
Publicado: (2023)

Atrial fibrillation in the elderly
por: Franken, Roberto A., et al.
Publicado: (2012)

Atrial fibrillation in the elderly
por: Martínez-Sellés, Manuel, et al.
Publicado: (2017)

Atrial fibrillation in the elderly
por: Díez-Villanueva, Pablo, et al.
Publicado: (2019)

Severe fever with thrombocytopenia syndrome virus trends and hotspots in clinical research: A bibliometric analysis of global research
por: Zhang, Zhengyu, et al.
Publicado: (2023)

Secondary prevention and outcomes in outpatients with coronary artery disease, atrial fibrillation or heart failure: a focus on disease overlap
por: Lamblin, Nicolas, et al.
Publicado: (2020)

Modelling the impact of specific food policy options on coronary heart disease and stroke deaths in Ireland
por: O'Keeffe, Celine, et al.
Publicado: (2013)

The impact of comprehensive public hospital reforms on the direct medical cost of inpatients with coronary heart disease
por: Liu, Liming, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_3tq6t2umorcn441kucjtr8rp8h