A review on deep-learning algorithms for fetal ultrasound-image analysis.
Maria Chiara FiorentinoFrancesca Pia VillaniMariachiara Di CosmoEmanuele FrontoniSara MocciaPublished in: Medical Image Anal. (2023)
Keyphrases
- ultrasound images
- image analysis
- learning algorithm
- deep architectures
- pattern recognition
- machine learning
- image processing
- visual inspection
- mathematical morphology
- machine learning algorithms
- active learning
- learning problems
- computer vision
- ultrasound imaging
- training data
- scale space
- image understanding
- multispectral
- neural network
- noise reduction
- supervised learning
- image segmentation
- training samples
- edge detection
- learning process
- learning rate
- anatomical structures
- learning scheme
- data sets
- remote sensing
- online reviews
- deep learning
- feature extraction
- heart rate
- membership queries
- texture classification
- texture analysis
- unsupervised learning
- image enhancement
- back propagation