Technical Name | Computer-aided Diagnosis System in 2-D Ultrasound Based on the Deep Learning Architecture | ||
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Project Operator | National Taiwan University | ||
Project Host | 張瑞峰 | ||
Summary | "For precise diagnosis, we proposed a 2-D breast ultrasound computer-aided diagnosis (CAD) system based on deep learning method. The stages in the 2-D breast ultrasound CAD system consist of tumor segmentation, CNN architecture design,classification. We trained many models by ensemble learning for correct diagnosis. The details about used techniques were described as following: Tumor segm |
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Scientific Breakthrough | - |
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Industrial Applicability | - |
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