$Deep learning predicts heart failure with preserved, mid-range, and reduced left ventricular ejection fraction from patient clinical profiles$

Deep learning predicts heart failure with preserved, mid-range, and reduced left ventricular ejection fraction from patient clinical profiles

Background: Left ventricular ejection fraction (LVEF) is the gold standard for evaluating heart failure (HF) in coronary artery disease (CAD) patients. It is an essential metric in categorizing HF patients as preserved (HFpEF), mid-range (HFmEF), and reduced (HFrEF) ejection fraction but differs, de...

Descripción completa

Detalles Bibliográficos
Autores principales:	Alkhodari, M, Jelinek, HF, Karlas, A, Soulaidopoulos, S, Arsenos, P, Doundoulakis, I, Gatzoulis, KA, Tsioufis, K, Hadjileontiadis, LJ, Khandoker, AH
Formato:	Journal article
Lenguaje:	English
Publicado:	Frontiers Media 2021

Ejemplares similares

Deep Learning Predicts Heart Failure With Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction From Patient Clinical Profiles
por: Mohanad Alkhodari, et al.
Publicado: (2021-11-01)

Revisiting left ventricular ejection fraction levels: a circadian heart rate variability-based approach
por: Alkhodari, M, et al.
Publicado: (2021)

Prediction of heart failure patients with distinct left ventricular ejection fraction levels using circadian ECG features and machine learning
por: Sona M. Al Younis, et al.
Publicado: (2024-01-01)

Investigating automated regression models for estimating left ventricular ejection fraction levels in heart failure patients using circadian ECG features
por: Sona M. Al Younis, et al.
Publicado: (2023-01-01)

Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach
por: Mohanad Alkhodari, et al.
Publicado: (2021-01-01)

Arrhythmic risk stratification in heart failure mid‐range ejection fraction patients with a non‐invasive guiding to programmed ventricular stimulation two‐step approach
por: Petros Arsenos, et al.
Publicado: (2020-10-01)

Investigating the effects of beta-blockers on circadian heart rhythm using heart rate variability in ischemic heart disease with preserved ejection fraction
por: Shiza Saleem, et al.
Publicado: (2023-04-01)

Association of non‐invasive electrocardiographic risk factors with left ventricular systolic function in post‐myocardial infarction patients with mildly reduced or preserved ejection fraction: Insights from the PRESERVE‐EF study
por: Konstantinos P. Tsimos, et al.
Publicado: (2022-09-01)

Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography
por: Pierre Decoodt, et al.
Publicado: (2024-07-01)

Time to reconsider risk stratification in dilated cardiomyopathy
por: A. Laina, et al.
Publicado: (2021-09-01)

Plasma levels of free fatty acid differ in patients with left ventricular preserved, mid-range, and reduced ejection fraction
por: Ning Zhu, et al.
Publicado: (2018-05-01)

Prognostic impacts of changes in left ventricular ejection fraction in heart failure patients with preserved left ventricular ejection fraction
por: Tetsuro Yokokawa, et al.
Publicado: (2020-06-01)

Left Ventricular Strain in Heart Failure with Preserved Ejection Fraction
por: Madhu Shukla, et al.
Publicado: (2023-01-01)

Physical activity and heart failure of preserved left ventricular ejection fraction
por: Mikić Lidija, et al.
Publicado: (2023-01-01)

Assessment of right ventricular systolic function in heart failure with preserved, reduced and mid-range ejection fraction
por: Shaimaa Mostafa
Publicado: (2019-09-01)

A two-step pre-processing tool to remove Gaussian and ectopic noise for heart rate variability analysis
por: Shiza Saleem, et al.
Publicado: (2022-11-01)

Effect of Hemodialysis on Left Ventricular Ejection FractionEffect of Hemodialysis on Left Ventricular Ejection Fraction
por: Farzad Emami, et al.
Publicado: (2005-06-01)

Left ventricular strain patterns and their relationships with cardiac biomarkers in hypertrophic cardiomyopathy patients with preserved left ventricular ejection fraction
por: Lisha Zhang, et al.
Publicado: (2022-10-01)

DIASTOLIC LEFT VENTRICULAR DYSFUNCTION AND HEART FAILURE WITH PRESERVED EJECTION FRACTION IN ELDERLY
por: CALENICI Oleg, et al.
Publicado: (2022-04-01)

Impact of atrial fibrillation on the severity, progress, and disability of the ischemic stroke patients
por: Kiriaki Mavromoustakou, et al.
Publicado: (2022-01-01)

Ventricular arrhythmogenic potential assessment in an asymptomatic ischemic cardiomyopathy patient with a normal ejection fraction
por: Konstantinos A. Gatzoulis, et al.
Publicado: (2017-11-01)

Left atrial volume and left ventricular mass indices in heart failure with preserved and reduced ejection fraction
por: Carolin Gehlken, et al.
Publicado: (2021-08-01)

Diabetic Heart Failure with Preserved Left Ventricular Ejection Fraction: Review of Current Pharmacotherapy
por: Jakub Benko, et al.
Publicado: (2022-01-01)

Left Ventricular Wall Stress Is Sensitive Marker of Hypertrophic Cardiomyopathy With Preserved Ejection Fraction
por: Xiaodan Zhao, et al.
Publicado: (2018-03-01)

Heart Failure with Preserved Left Ventricular Ejection Fraction in Patients with Acute Myocardial Infarction
por: Lucas Antonelli, et al.
Publicado: (2015-01-01)

Characteristics and Prognosis of Patients With Moderate Aortic Stenosis and Preserved Left Ventricular Ejection Fraction
por: Geraud Delesalle, et al.
Publicado: (2019-03-01)

Prognostic value of biomarkers in chronic heart failure with preserved left ventricular ejection fraction
por: T A Nikiforova, et al.
Publicado: (2016-09-01)

Left ventricular geometry transition in hypertensive patients with heart failure with preserved ejection fraction
por: Ping Guan, et al.
Publicado: (2021-08-01)

Left ventricular fibrosis and hypertrophy are associated with mortality in heart failure with preserved ejection fraction
por: Pankaj Garg, et al.
Publicado: (2021-01-01)

Left Ventricular End-Systolic Volume Is a Reliable Predictor of New-Onset Heart Failure with Preserved Left Ventricular Ejection Fraction
por: Marina Kato, et al.
Publicado: (2020-01-01)

Myocardial Injury in Multiple Myeloma Patients With Preserved Left Ventricular Ejection Fraction: Noninvasive Left Ventricular Pressure-Strain Myocardial Work
por: Zhiyue Liu, et al.
Publicado: (2022-01-01)

Subclinical impairment of dynamic left ventricular systolic and diastolic function in patients with obstructive sleep apnea and preserved left ventricular ejection fraction
por: Antonello D’Andrea, et al.
Publicado: (2020-03-01)

Incremental Prognostic Utility of Left Ventricular Global Longitudinal Strain in Hypertrophic Obstructive Cardiomyopathy Patients and Preserved Left Ventricular Ejection Fraction
por: Albree Tower‐Rader, et al.
Publicado: (2017-10-01)

Effect of septal flash on right ventricular systolic function in left bundle-branch block patients with preserved left ventricular ejection fraction
por: Guang-yuan Li, et al.
Publicado: (2017-07-01)

Left ventricular to left arial volume ratio in the assessment of filling pressure in patients with dyspnoea and preserved ejection fraction
por: Przemysław Palka, et al.
Publicado: (2024-02-01)

Impact of different degrees of left ventricular strain on left atrial mechanics in heart failure with preserved ejection fraction
por: Thammarak Songsangjinda, et al.
Publicado: (2022-04-01)

Differential left ventricular and left atrial remodelling in heart failure with preserved ejection fraction patients with and without diabetes
por: Gaurav S. Gulsin, et al.
Publicado: (2019-07-01)

The role of implantable loop recorder in patients with cryptogenic stroke: A systematic review and meta-analysis
por: Kiriaki Mavromoustakou, et al.
Publicado: (2023-01-01)

Effects of Allopurinol on the Left ventricular Ejection Fraction in Patients with Left Ventricular Failure
por: Mahmoud Hadizadeh, et al.
Publicado: (2007-12-01)

Circulating troponin and further left ventricular ejection fraction improvement in patients with previously recovered left ventricular ejection fraction
por: Jonathan G. Howlett, et al.
Publicado: (2020-10-01)