Prescriptive Method for Optimizing Cost of Data Collection and Annotation in Machine Learning of Clinical Ultrasound.
Alistair LawleyRory HampsonKevin WorrallGordon DobiePublished in: EMBC (2023)
Keyphrases
- machine learning
- machine learning methods
- detection method
- support vector machine
- cost function
- data collection
- probabilistic model
- preprocessing
- high accuracy
- neural network
- computational cost
- statistical methods
- decision trees
- computational complexity
- high precision
- clustering method
- ultrasound images
- fully automatic
- segmentation method
- machine learning algorithms
- k means
- visual features
- model selection
- dynamic programming