标题
Prediction of Left Ventricular Mechanics Using Machine Learning
作者
关键词
-
出版物
Frontiers in Physics
Volume 7, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2019-09-06
DOI
10.3389/fphy.2019.00117
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Bridging finite element and machine learning modeling: stress prediction of arterial walls in atherosclerosis
- (2019) Ali Madani et al. JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME
- Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
- (2019) Emelia J. Benjamin et al. CIRCULATION
- Method for Calibration of Left Ventricle Material Properties Using Three-Dimensional Echocardiography Endocardial Strains
- (2019) Yaghoub Dabiri et al. JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME
- Efficacy of intramyocardial injection of Algisyl-LVR for the treatment of ischemic heart failure in swine
- (2018) Jenny S. Choy et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis
- (2018) Liang Liang et al. Journal of the Royal Society Interface
- A machine learning approach to the accurate prediction of monitor units for a compact proton machine
- (2018) Baozhou Sun et al. MEDICAL PHYSICS
- Construction and Validation of Subject-Specific Biventricular Finite-Element Models of Healthy and Failing Swine Hearts From High-Resolution DT-MRI
- (2018) Kevin L. Sack et al. Frontiers in Physiology
- Investigating the Role of Interventricular Interdependence in Development of Right Heart Dysfunction During LVAD Support: A Patient-Specific Methods-Based Approach
- (2018) Kevin L. Sack et al. Frontiers in Physiology
- Gaussian Process Regressions for Inverse Problems and Parameter Searches in Models of Ventricular Mechanics
- (2018) Paolo Di Achille et al. Frontiers in Physiology
- Relationship of Transmural Variations in Myofiber Contractility to Left Ventricular Ejection Fraction: Implications for Modeling Heart Failure Phenotype With Preserved Ejection Fraction
- (2018) Yaghoub Dabiri et al. Frontiers in Physiology
- Estimation of in vivo constitutive parameters of the aortic wall using a machine learning approach
- (2018) Minliang Liu et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Precision Phenotyping in Heart Failure and Pattern Clustering of Ultrasound Data for the Assessment of Diastolic Dysfunction
- (2017) Alaa Mabrouk Salem Omar et al. JACC-Cardiovascular Imaging
- Ten quick tips for machine learning in computational biology
- (2017) Davide Chicco BioData Mining
- Advances in Echocardiographic Imaging in Heart Failure With Reduced and Preserved Ejection Fraction
- (2016) Alaa Mabrouk Salem Omar et al. CIRCULATION RESEARCH
- Partial LVAD Restores Ventricular Outputs and Normalizes LV but not RV Stress Distributions in the Acutely Failing Heart in Silico
- (2016) Kevin L. Sack et al. INTERNATIONAL JOURNAL OF ARTIFICIAL ORGANS
- Abnormal calcium homeostasis in heart failure with preserved ejection fraction is related to both reduced contractile function and incomplete relaxation: an electromechanically detailed biophysical modeling study
- (2015) Ismail Adeniran et al. Frontiers in Physiology
- Human Cardiac Function Simulator for the Optimal Design of a Novel Annuloplasty Ring with a Sub-valvular Element for Correction of Ischemic Mitral Regurgitation
- (2015) Brian Baillargeon et al. Cardiovascular Engineering and Technology
- The Living Heart Project: A robust and integrative simulator for human heart function
- (2014) Brian Baillargeon et al. EUROPEAN JOURNAL OF MECHANICS A-SOLIDS
- Optimization in Cardiovascular Modeling
- (2013) Alison L. Marsden Annual Review of Fluid Mechanics
- Forecasting the Impact of Heart Failure in the United States
- (2013) Paul A. Heidenreich et al. Circulation-Heart Failure
- Efficient Gaussian process regression for large datasets
- (2012) A. Banerjee et al. BIOMETRIKA
- Phenotypic and pathophysiological heterogeneity in heart failure with preserved ejection fraction
- (2012) A. M. Shah et al. EUROPEAN HEART JOURNAL
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
- The arterial Windkessel
- (2008) Nico Westerhof et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started