Supervised segmentation for guiding peripheral revascularization with forward-viewing, robotically steered ultrasound guidewire.
Graham C CollinsStephan Strassle RojasZachary L BercuJaydev P DesaiBrooks D LindseyPublished in: Medical physics (2023)
Segmentation of ultrasound images of partially-occluded peripheral arteries acquired with a forward-viewing, robotically-steered guidewire system was demonstrated for the first-time using representation learning. This could represent a fast, accurate approach for guiding peripheral revascularization.
Keyphrases
- deep learning
- convolutional neural network
- molecular dynamics
- molecular dynamics simulations
- chemotherapy induced
- magnetic resonance imaging
- percutaneous coronary intervention
- coronary artery bypass grafting
- machine learning
- high resolution
- optical coherence tomography
- coronary artery disease
- acute coronary syndrome
- mass spectrometry
- atrial fibrillation
- blood flow
- neural network