Training Ultrasound Image Classification Deep-Learning Algorithms for Pneumothorax Detection Using a Synthetic Tissue Phantom Apparatus.
Emily N. BoiceSofia I. Hernandez-TorresZechariah J. KnowltonDavid BerardJose M. GonzalezGuy AvitalEric J. SniderPublished in: J. Imaging (2022)
Keyphrases
- ultrasound images
- supervised learning
- training samples
- deep architectures
- ultrasound imaging
- learning algorithm
- machine learning algorithms
- training set
- machine learning
- three dimensional
- decision trees
- training examples
- training data
- active learning
- feature space
- feature extraction
- image analysis
- feature vectors
- object detection
- image restoration
- restricted boltzmann machine
- face recognition
- edge detection
- image segmentation
- additive noise