Identifying pediatric heart murmurs and distinguishing innocent from pathologic using deep learning.
George ZhouCandace ChienJustin ChenLucille LuanYunchan ChenSheila CarrollJeffrey DaytonMaria ThanjanKen BaylePatrick FlynnPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- deep learning
- unsupervised learning
- heart disease
- mitral valve
- unsupervised feature learning
- machine learning
- mental models
- restricted boltzmann machine
- deep architectures
- beating heart
- object recognition
- cardiac cycle
- weakly supervised
- subject specific
- automatic extraction
- high dimensional
- training data
- decision trees
- computer vision