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

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...

Podrobná bibliografie
Hlavní autoři:	Alkhodari, M, Jelinek, HF, Karlas, A, Soulaidopoulos, S, Arsenos, P, Doundoulakis, I, Gatzoulis, KA, Tsioufis, K, Hadjileontiadis, LJ, Khandoker, AH
Médium:	Journal article
Jazyk:	English
Vydáno:	Frontiers Media 2021

Podobné jednotky

Deep Learning Predicts Heart Failure With Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction From Patient Clinical Profiles
Autor: Mohanad Alkhodari, a další
Vydáno: (2021-11-01)

Revisiting left ventricular ejection fraction levels: a circadian heart rate variability-based approach
Autor: Alkhodari, M, a další
Vydáno: (2021)

Prediction of heart failure patients with distinct left ventricular ejection fraction levels using circadian ECG features and machine learning
Autor: Sona M. Al Younis, a další
Vydáno: (2024-01-01)

Investigating automated regression models for estimating left ventricular ejection fraction levels in heart failure patients using circadian ECG features
Autor: Sona M. Al Younis, a další
Vydáno: (2023-01-01)

Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach
Autor: Mohanad Alkhodari, a další
Vydáno: (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
Autor: Petros Arsenos, a další
Vydáno: (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
Autor: Shiza Saleem, a další
Vydáno: (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
Autor: Konstantinos P. Tsimos, a další
Vydáno: (2022-09-01)

Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography
Autor: Pierre Decoodt, a další
Vydáno: (2024-07-01)

Time to reconsider risk stratification in dilated cardiomyopathy
Autor: A. Laina, a další
Vydáno: (2021-09-01)

Plasma levels of free fatty acid differ in patients with left ventricular preserved, mid-range, and reduced ejection fraction
Autor: Ning Zhu, a další
Vydáno: (2018-05-01)

Prognostic impacts of changes in left ventricular ejection fraction in heart failure patients with preserved left ventricular ejection fraction
Autor: Tetsuro Yokokawa, a další
Vydáno: (2020-06-01)

Left Ventricular Strain in Heart Failure with Preserved Ejection Fraction
Autor: Madhu Shukla, a další
Vydáno: (2023-01-01)

Physical activity and heart failure of preserved left ventricular ejection fraction
Autor: Mikić Lidija, a další
Vydáno: (2023-01-01)

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

A two-step pre-processing tool to remove Gaussian and ectopic noise for heart rate variability analysis
Autor: Shiza Saleem, a další
Vydáno: (2022-11-01)

Effect of Hemodialysis on Left Ventricular Ejection FractionEffect of Hemodialysis on Left Ventricular Ejection Fraction
Autor: Farzad Emami, a další
Vydáno: (2005-06-01)

Left ventricular strain patterns and their relationships with cardiac biomarkers in hypertrophic cardiomyopathy patients with preserved left ventricular ejection fraction
Autor: Lisha Zhang, a další
Vydáno: (2022-10-01)

DIASTOLIC LEFT VENTRICULAR DYSFUNCTION AND HEART FAILURE WITH PRESERVED EJECTION FRACTION IN ELDERLY
Autor: CALENICI Oleg, a další
Vydáno: (2022-04-01)

Impact of atrial fibrillation on the severity, progress, and disability of the ischemic stroke patients
Autor: Kiriaki Mavromoustakou, a další
Vydáno: (2022-01-01)

Ventricular arrhythmogenic potential assessment in an asymptomatic ischemic cardiomyopathy patient with a normal ejection fraction
Autor: Konstantinos A. Gatzoulis, a další
Vydáno: (2017-11-01)

Left atrial volume and left ventricular mass indices in heart failure with preserved and reduced ejection fraction
Autor: Carolin Gehlken, a další
Vydáno: (2021-08-01)

Diabetic Heart Failure with Preserved Left Ventricular Ejection Fraction: Review of Current Pharmacotherapy
Autor: Jakub Benko, a další
Vydáno: (2022-01-01)

Left Ventricular Wall Stress Is Sensitive Marker of Hypertrophic Cardiomyopathy With Preserved Ejection Fraction
Autor: Xiaodan Zhao, a další
Vydáno: (2018-03-01)

Heart Failure with Preserved Left Ventricular Ejection Fraction in Patients with Acute Myocardial Infarction
Autor: Lucas Antonelli, a další
Vydáno: (2015-01-01)

Characteristics and Prognosis of Patients With Moderate Aortic Stenosis and Preserved Left Ventricular Ejection Fraction
Autor: Geraud Delesalle, a další
Vydáno: (2019-03-01)

Prognostic value of biomarkers in chronic heart failure with preserved left ventricular ejection fraction
Autor: T A Nikiforova, a další
Vydáno: (2016-09-01)

Left ventricular geometry transition in hypertensive patients with heart failure with preserved ejection fraction
Autor: Ping Guan, a další
Vydáno: (2021-08-01)

Left ventricular fibrosis and hypertrophy are associated with mortality in heart failure with preserved ejection fraction
Autor: Pankaj Garg, a další
Vydáno: (2021-01-01)

Left Ventricular End-Systolic Volume Is a Reliable Predictor of New-Onset Heart Failure with Preserved Left Ventricular Ejection Fraction
Autor: Marina Kato, a další
Vydáno: (2020-01-01)

Myocardial Injury in Multiple Myeloma Patients With Preserved Left Ventricular Ejection Fraction: Noninvasive Left Ventricular Pressure-Strain Myocardial Work
Autor: Zhiyue Liu, a další
Vydáno: (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
Autor: Antonello D’Andrea, a další
Vydáno: (2020-03-01)

Incremental Prognostic Utility of Left Ventricular Global Longitudinal Strain in Hypertrophic Obstructive Cardiomyopathy Patients and Preserved Left Ventricular Ejection Fraction
Autor: Albree Tower‐Rader, a další
Vydáno: (2017-10-01)

Effect of septal flash on right ventricular systolic function in left bundle-branch block patients with preserved left ventricular ejection fraction
Autor: Guang-yuan Li, a další
Vydáno: (2017-07-01)

Left ventricular to left arial volume ratio in the assessment of filling pressure in patients with dyspnoea and preserved ejection fraction
Autor: Przemysław Palka, a další
Vydáno: (2024-02-01)

Impact of different degrees of left ventricular strain on left atrial mechanics in heart failure with preserved ejection fraction
Autor: Thammarak Songsangjinda, a další
Vydáno: (2022-04-01)

Differential left ventricular and left atrial remodelling in heart failure with preserved ejection fraction patients with and without diabetes
Autor: Gaurav S. Gulsin, a další
Vydáno: (2019-07-01)

The role of implantable loop recorder in patients with cryptogenic stroke: A systematic review and meta-analysis
Autor: Kiriaki Mavromoustakou, a další
Vydáno: (2023-01-01)

Effects of Allopurinol on the Left ventricular Ejection Fraction in Patients with Left Ventricular Failure
Autor: Mahmoud Hadizadeh, a další
Vydáno: (2007-12-01)

Circulating troponin and further left ventricular ejection fraction improvement in patients with previously recovered left ventricular ejection fraction
Autor: Jonathan G. Howlett, a další
Vydáno: (2020-10-01)