低资源国家的乳腺癌分诊CAD使用低成本超声和最少训练的操作员

S. Love, W. Berg, C. Podilchuk, A. L. López Aldrete, A. G. Mascareno, A. Jairaj, L. Barinov, W. Hulbert, R. Mammone
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引用次数: 3

摘要

我们提出了一种使用机器视觉的低成本便携式超声成像设备的自动化乳腺癌分诊CAD系统。我们证明了分诊CAD软件可以有效地分析由最少训练的操作员捕获的图像,并输出三种评估之一-良性,可能良性(建议6个月随访)和可疑(建议活检)。该系统为经济发展中国家有症状的妇女提供实用的、具有成本效益的乳腺癌诊断提供了可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Breast cancer triage CAD for low resource countries using low-cost ultrasound and minimally-trained operators
We propose an automated breast cancer triage CAD system using machine vision on low-cost, portable ultrasound imaging devices. We demonstrate that the triage CAD software can effectively analyze images captured by minimally-trained operators and output one of three assessments - benign, probably benign (6-month follow-up recommended) and suspicious (biopsy recommended). This system opens up the possibility of offering practical, cost-effective breast cancer diagnosis for symptomatic women in economically developing countries.
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