Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)(2021)
摘要
With the development of radiomics, noninvasive diagnosis like ultrasound (US) imaging plays a very important role in automatic liver fibrosis diagnosis (ALFD). Due to the noisy data, expensive annotations of US images, the application of Artificial Intelligence (AI) assisting approaches encounters a bottleneck. Besides, the use of single-modal US data limits the further improve of the classificati...
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关键词
Ultrasonic imaging,Annotations,Biopsy,Liver,Noninvasive treatment,Noise measurement,Task analysis
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