乳腺超声影像筛选与标定系统的设计与实现

Design and Implementation of Breast Ultrasound Image Screening and Labeling System

基于乳腺超声影像数据和病理报告数据,采用隐私保护技术保障数据的安全性,通过ETL技术和互联网技术,开发乳腺超声影像筛选与标定系统。系统实现了多模态的数据导入及预处理、乳腺超声影像数据筛选及标定、专家审核等功能,为人工智能在乳腺超声影像智能诊断与分析领域的应用提供高质量的数据支撑,同时提升了标定医生的工作效率。

Based on breast ultrasound image data and pathological report data,this paper uses privacy protection technology to ensure the data security,and develops the breast ultrasound image screening and labeling system through ETL and internet technology.The system realizes the functions of multimodal data importing and pretreatment,data screening and labeling of breast ultrasound image data,and expert review.It provides high-quality data support for the application of Artificial Intelligence in the field of intelligent diagnosis and analysis of breast ultrasound images,and improves the work efficiency of labeling doctors.