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Few-shot decision tree for diagnosis of ultrasound breast tumor using BI-RADS features |
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| Authors: | Huang Qinghua Zhang Fan Li Xuelong |
| Affiliation: | 1.College of Information Engineering, Shenzhen University, Shenzhen, 518060, China ;2.School of Electronic and Information Engineering, South China University of Technology, Guangzhou, 510641, China ;3.School of Mechanical Engineering, and Center for OPTical IMagery Analysis and Learning (OPTIMAL), Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, People’s Republic of China ;4.Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an, 710119, Shaanxi, China ; |
| Abstract: | Multimedia Tools and Applications - This paper proposes an ultrasound breast tumor CAD system based on BI-RADS features scoring and decision tree algorithm. Because of the difficulty of biopsy... |
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