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

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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Alkhodari, M, Jelinek, HF, Karlas, A, Soulaidopoulos, S, Arsenos, P, Doundoulakis, I, Gatzoulis, KA, Tsioufis, K, Hadjileontiadis, LJ, Khandoker, AH
Формат:	Journal article
Хэл сонгох:	English
Хэвлэсэн:	Frontiers Media 2021

Ижил төстэй зүйлс

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

Revisiting left ventricular ejection fraction levels: a circadian heart rate variability-based approach
-н: Alkhodari, M, зэрэг
Хэвлэсэн: (2021)

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

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

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

Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography
-н: Pierre Decoodt, зэрэг
Хэвлэсэн: (2024-07-01)

Time to reconsider risk stratification in dilated cardiomyopathy
-н: A. Laina, зэрэг
Хэвлэсэн: (2021-09-01)

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

Prognostic impacts of changes in left ventricular ejection fraction in heart failure patients with preserved left ventricular ejection fraction
-н: Tetsuro Yokokawa, зэрэг
Хэвлэсэн: (2020-06-01)

Left Ventricular Strain in Heart Failure with Preserved Ejection Fraction
-н: Madhu Shukla, зэрэг
Хэвлэсэн: (2023-01-01)

Physical activity and heart failure of preserved left ventricular ejection fraction
-н: Mikić Lidija, зэрэг
Хэвлэсэн: (2023-01-01)

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

A two-step pre-processing tool to remove Gaussian and ectopic noise for heart rate variability analysis
-н: Shiza Saleem, зэрэг
Хэвлэсэн: (2022-11-01)

Effect of Hemodialysis on Left Ventricular Ejection FractionEffect of Hemodialysis on Left Ventricular Ejection Fraction
-н: Farzad Emami, зэрэг
Хэвлэсэн: (2005-06-01)

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

DIASTOLIC LEFT VENTRICULAR DYSFUNCTION AND HEART FAILURE WITH PRESERVED EJECTION FRACTION IN ELDERLY
-н: CALENICI Oleg, зэрэг
Хэвлэсэн: (2022-04-01)

Impact of atrial fibrillation on the severity, progress, and disability of the ischemic stroke patients
-н: Kiriaki Mavromoustakou, зэрэг
Хэвлэсэн: (2022-01-01)

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

Left atrial volume and left ventricular mass indices in heart failure with preserved and reduced ejection fraction
-н: Carolin Gehlken, зэрэг
Хэвлэсэн: (2021-08-01)

Diabetic Heart Failure with Preserved Left Ventricular Ejection Fraction: Review of Current Pharmacotherapy
-н: Jakub Benko, зэрэг
Хэвлэсэн: (2022-01-01)

Left Ventricular Wall Stress Is Sensitive Marker of Hypertrophic Cardiomyopathy With Preserved Ejection Fraction
-н: Xiaodan Zhao, зэрэг
Хэвлэсэн: (2018-03-01)

Heart Failure with Preserved Left Ventricular Ejection Fraction in Patients with Acute Myocardial Infarction
-н: Lucas Antonelli, зэрэг
Хэвлэсэн: (2015-01-01)

Characteristics and Prognosis of Patients With Moderate Aortic Stenosis and Preserved Left Ventricular Ejection Fraction
-н: Geraud Delesalle, зэрэг
Хэвлэсэн: (2019-03-01)

Prognostic value of biomarkers in chronic heart failure with preserved left ventricular ejection fraction
-н: T A Nikiforova, зэрэг
Хэвлэсэн: (2016-09-01)

Left ventricular geometry transition in hypertensive patients with heart failure with preserved ejection fraction
-н: Ping Guan, зэрэг
Хэвлэсэн: (2021-08-01)

Left ventricular fibrosis and hypertrophy are associated with mortality in heart failure with preserved ejection fraction
-н: Pankaj Garg, зэрэг
Хэвлэсэн: (2021-01-01)

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

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

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

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

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

Impact of different degrees of left ventricular strain on left atrial mechanics in heart failure with preserved ejection fraction
-н: Thammarak Songsangjinda, зэрэг
Хэвлэсэн: (2022-04-01)

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

The role of implantable loop recorder in patients with cryptogenic stroke: A systematic review and meta-analysis
-н: Kiriaki Mavromoustakou, зэрэг
Хэвлэсэн: (2023-01-01)

Effects of Allopurinol on the Left ventricular Ejection Fraction in Patients with Left Ventricular Failure
-н: Mahmoud Hadizadeh, зэрэг
Хэвлэсэн: (2007-12-01)

Circulating troponin and further left ventricular ejection fraction improvement in patients with previously recovered left ventricular ejection fraction
-н: Jonathan G. Howlett, зэрэг
Хэвлэсэн: (2020-10-01)