Cargando…

Pre-existing and machine learning-based models for cardiovascular risk prediction

Predicting the risk of cardiovascular disease is the key to primary prevention. Machine learning has attracted attention in analyzing increasingly large, complex healthcare data. We assessed discrimination and calibration of pre-existing cardiovascular risk prediction models and developed machine le...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cho, Sang-Yeong, Kim, Sun-Hwa, Kang, Si-Hyuck, Lee, Kyong Joon, Choi, Dongjun, Kang, Seungjin, Park, Sang Jun, Kim, Tackeun, Yoon, Chang-Hwan, Youn, Tae-Jin, Chae, In-Ho
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076166/ https://www.ncbi.nlm.nih.gov/pubmed/33903629 http://dx.doi.org/10.1038/s41598-021-88257-w

Ejemplares similares

Mortality reduction with physical activity in patients with and without cardiovascular disease
por: Jeong, Sang-Woo, et al.
Publicado: (2019)

Prediction of Intracranial Aneurysm Risk using Machine Learning
por: Heo, Jaehyuk, et al.
Publicado: (2020)

Machine learning for detecting moyamoya disease in plain skull radiography using a convolutional neural network
por: Kim, Tackeun, et al.
Publicado: (2018)

Comparison of Continuous ECG Monitoring by Wearable Patch Device and Conventional Telemonitoring Device
por: Choi, Wonsuk, et al.
Publicado: (2020)

Blood Pressure Control and Cardiovascular Outcomes: Real-world Implications of the 2017 ACC/AHA Hypertension Guideline
por: Lee, Ji Hyun, et al.
Publicado: (2018)

Prognosis of Atrial Fibrillation Patients Undergoing PCI According to Anticoagulants and Antiplatelet Agents
por: Yoon, Gwang-Seok, et al.
Publicado: (2021)

Differential impact of smoking on cardiac or non-cardiac death according to age
por: Choi, Wonsuk, et al.
Publicado: (2019)

Effects of Hypertension, Diabetes, and Smoking on Age and Sex Prediction from Retinal Fundus Images
por: Kim, Yong Dae, et al.
Publicado: (2020)

Accuracy of Artificial Intelligence–Based Automated Quantitative Coronary Angiography Compared to Intravascular Ultrasound: Retrospective Cohort Study
por: Moon, In Tae, et al.
Publicado: (2023)

Attenuation of ischemia–reperfusion injury by intracoronary chelating agent administration
por: Han, Donghoon, et al.
Publicado: (2022)

Author Correction: Attenuation of ischemia–reperfusion injury by intracoronary chelating agent administration
por: Han, Donghoon, et al.
Publicado: (2023)

Surveillance of Arrhythmia in Patients After Myocardial Infarction Using Wearable Electrocardiogram Patch Devices: Prospective Cohort Study
por: Kwun, Ju-Seung, et al.
Publicado: (2022)

Prevalence, Awareness, Treatment, and Control of Hypertension in Korea
por: Kang, Si-Hyuck, et al.
Publicado: (2019)

Effect of β‐Blockers Beyond 3 Years After Acute Myocardial Infarction
por: Park, Jin Joo, et al.
Publicado: (2018)

Pre-existing Depression among Newly Diagnosed Dyslipidemia Patients and Cardiovascular Disease Risk
por: Kim, Jihoon Andrew, et al.
Publicado: (2020)

Enhancing User Experience Through User Study: Design of an mHealth Tool for Self-Management and Care Engagement of Cardiovascular Disease Patients
por: Baek, Hyunyoung, et al.
Publicado: (2018)

Potential impact of 2018 Korean Society of Hypertension guidelines on Korean population: a population-based cohort study
por: Kwun, Ju-Seung, et al.
Publicado: (2020)

Relation between secondhand smoke exposure and cardiovascular risk factors in never smokers
por: Kim, Sehun, et al.
Publicado: (2017)

Evaluation of Heart-type Fatty Acid-binding Protein in Early Diagnosis of Acute Myocardial Infarction
por: Moon, Mi-Gil, et al.
Publicado: (2021)

Management of cardiovascular disease using an mHealth tool: a randomized clinical trial
por: Kang, Si-Hyuck, et al.
Publicado: (2021)

Performance of a Novel CT-Derived Fractional Flow Reserve Measurement to Detect Hemodynamically Significant Coronary Stenosis
por: Kang, Si-Hyuck, et al.
Publicado: (2023)

Short-term effects of air pollution on blood pressure
por: Choi, You-Jung, et al.
Publicado: (2019)

Validation of the diagnostic performance of ‘HeartMedi V.1.0’, a novel CT-derived fractional flow reserve measurement, for patients with coronary artery disease: a study protocol
por: Kim, Soo-Hyun, et al.
Publicado: (2020)

Cholesterol levels and development of cardiovascular disease in Koreans with type 2 diabetes mellitus and without pre-existing cardiovascular disease
por: Kim, Mee Kyoung, et al.
Publicado: (2019)

Impact of dementia and drug compliance on patients with acute myocardial infarction
por: Lee, Wonjae, et al.
Publicado: (2023)

Cardiovascular Effects of Long‐Term Exposure to Air Pollution: A Population‐Based Study With 900 845 Person‐Years of Follow‐up
por: Kim, Hyeanji, et al.
Publicado: (2017)

Association of Urinary Potassium Excretion with Blood Pressure Variability and Cardiovascular Outcomes in Patients with Pre-Dialysis Chronic Kidney Disease
por: Suh, Sang Heon, et al.
Publicado: (2021)

Intravascular imaging analysis of a drug-eluting balloon followed by a bare metal stent compared to a drug-eluting stent for treatment of de novo lesions
por: Choi, Wonsuk, et al.
Publicado: (2019)

Clinical implications of pre-existing adenoma in endoscopically resected early gastric cancers
por: Choi, Ji Min, et al.
Publicado: (2017)

Lipid-Lowering Efficacy of Combination Therapy With Moderate-Intensity Statin and Ezetimibe Versus High-Intensity Statin Monotherapy: A Randomized, Open-Label, Non-Inferiority Trial From Korea
por: Choi, Hyejung, et al.
Publicado: (2023)

Hemostasis pad combined with compression device after transradial coronary procedures: A randomized controlled trial
por: Kang, Si-Hyuck, et al.
Publicado: (2017)

Quasispecies and Pre-Existing Drug-Resistant Mutations of Hepatitis B Virus in Patients with Chronic Hepatitis B
por: Kim, Do Young, et al.
Publicado: (2013)

In Vivo Efficacy of Tigecycline-based Therapy Against Vibrio vulnificus Sepsis: Comparison with pre-Existing Regimens
por: Eun Kim, Seong, et al.
Publicado: (2017)

Hypertension, renin-angiotensin-aldosterone-system-blocking agents, and COVID-19
por: Kang, Si-Hyuck, et al.
Publicado: (2021)

Long-term cardiovascular risk of hypertensive events in emergency department: A population-based 10-year follow-up study
por: Lee, Sihyoung, et al.
Publicado: (2018)

Association of Body Weight Variability with Adverse Cardiovascular Outcomes in Patients with Pre-Dialysis Chronic Kidney Disease
por: Suh, Sang Heon, et al.
Publicado: (2021)

Personal exposure to fine particulate air pollutants impacts blood pressure and heart rate variability
por: Lee, Dong-Hoon, et al.
Publicado: (2020)

Hemodynamically balanced congenitally corrected transposition of the great arteries with a large ventricular septal defect, and subvalvular pulmonic stenosis: a case report
por: Cho, Sang-Yeong, et al.
Publicado: (2019)

Fatty liver index and development of cardiovascular disease in Koreans without pre-existing myocardial infarction and ischemic stroke: a large population-based study
por: Kim, Jun Hyung, et al.
Publicado: (2020)

Faster smooth muscle cell coverage in ultrathin-strut drug-eluting stent leads to earlier re-endothelialization
por: Hahn, Dongwoo, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3p8942ln7amgdnl35sseisgvar