Two- Versus 8-Zone Lung Ultrasound in Heart Failure: Analysis of a Large Data Set Using a Deep Learning Algorithm.
Cristiana BaloescuAlvin ChenAlexander VarastehGrzegorz ToporekRobert L McNamaraBalasundar RajuChristopher L MoorePublished in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2023)
Utilization of a 2-zone, anterior-superior thoracic ultrasound protocol provided similar severity information to an 8-zone approach for a dataset of subjects with known or suspected heart failure.
Keyphrases
- heart failure
- deep learning
- magnetic resonance imaging
- machine learning
- randomized controlled trial
- left ventricular
- spinal cord
- pulmonary embolism
- electronic health record
- acute heart failure
- atrial fibrillation
- convolutional neural network
- big data
- cardiac resynchronization therapy
- contrast enhanced ultrasound
- ultrasound guided
- healthcare
- social media
- health information
- computed tomography