Automated machine learning-based radiomics analysis versus deep learning-based classification for thyroid nodule on ultrasound images: a multi-center study.
Zelong LiuLouisa DeyerArnold YangSteven LiuJingqi GongYang YangMingqian HuangAmish DoshiMeng LuDenise LeeTimothy DeyerXueYan MeiPublished in: BIBE (2022)
Keyphrases
- ultrasound images
- deep learning
- machine learning
- pattern recognition
- speckle noise
- unsupervised learning
- text classification
- feature selection
- decision trees
- feature space
- medical ultrasound
- supervised learning
- normal tissue
- computer vision
- model selection
- information extraction
- mental models
- higher order
- data sets
- probabilistic model
- active learning
- feature extraction
- data mining