Integrate domain knowledge in training multi-task cascade deep learning model for benign-malignant thyroid nodule classification on ultrasound images.
Wenkai YangYunyun DongQianqian DuYan QiangKun WuJuanjuan ZhaoXiaotang YangMuhammad Bilal ZiaPublished in: Eng. Appl. Artif. Intell. (2021)
Keyphrases
- ultrasound images
- deep learning
- probabilistic model
- lung nodules
- multi task
- prior knowledge
- text classification
- image classification
- higher order
- normal tissue
- model selection
- medical images
- markov random field
- data mining
- multi class
- information extraction
- object recognition
- multiscale
- similarity measure
- feature extraction
- feature selection
- machine learning