Network Tomography for Understanding Phenotypic Presentations in Aortic Stenosis.
Journal:
JACC. Cardiovascular imaging
Published Date:
Feb 1, 2019
Abstract
OBJECTIVES: This study sought to build a patient-patient similarity network using multiple features of left ventricular (LV) structure and function in patients with aortic stenosis (AS). The study further validated the observations in an experimental murine model of AS.
Authors
Keywords
Aged
Aged, 80 and over
Animals
Aortic Valve
Aortic Valve Stenosis
Balloon Valvuloplasty
Cross-Sectional Studies
Disease Models, Animal
Disease Progression
Echocardiography
Female
Heart Valve Prosthesis Implantation
Heart Ventricles
Humans
Image Interpretation, Computer-Assisted
Machine Learning
Male
Mice, Knockout
Middle Aged
Predictive Value of Tests
Reproducibility of Results
Severity of Illness Index
Time Factors
Ventricular Function, Left