Advances in the application of computer aided diagnosis in ultrasound medicine

BI Ke; WANG Yin

doi:10.19732/j.cnki.2096-6210.2019.05.002

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Advances in the application of computer aided diagnosis in ultrasound medicine

更新时间：2025-12-15

- Advances in the application of computer aided diagnosis in ultrasound medicine
- Vol. 28, Issue 5, Pages: 296-300(2019)
- 作者机构：
  
  1. 同济大学附属上海市肺科医院超声科,上海,200433
  2. 同济大学附属同济医院病理科,上海,200065
- 作者简介：
- 基金信息：
- DOI：10.19732/j.cnki.2096-6210.2019.05.002
  CLC：
- Published Online：28 October 2019，
  
  Published：28 October 2019
- 稿件说明：
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毕珂,王茵. 计算机辅助诊断技术在超声医学中的应用进展[J]. 肿瘤影像学, 2019, 28(5): 296-300 https://doi.

org/10.19732/j.cnki.2096-6210.2019.05.002
毕珂,王茵. 计算机辅助诊断技术在超声医学中的应用进展[J]. 肿瘤影像学, 2019, 28(5): 296-300 https://doi. DOI： 10.19732/j.cnki.2096-6210.2019.05.002.

org/10.19732/j.cnki.2096-6210.2019.05.002 DOI：

摘要

计算机辅助诊断（computer aided diagnosis，CAD）在超声医学中的应用已有多年历史，在乳腺、甲状腺、颈动脉和肝脏等领域已有较好的应用成果。近年来，随着深度学习的提出，以其为核心的超声图像分类和分割研究也逐渐兴起。本文对传统超声CAD技术、应用深度学习的新型超声CAD技术及其最新应用进行评述。

Abstract

Computer aided diagnosis (CAD) has been used in ultrasound medicine for many years

and has achieved good results in breast

thyroid

carotid artery

liver and many other fields. In recent years

with the emergence of deep learning

the research of ultrasound image classification and segmentation based on it has gradually emerged. This paper introduced the main features of the traditional ultrasonic CAD technology and the new ultrasonic CAD technology applying deep learning

and reviewed the latest applications.

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Related Institution

Department of Ultrasound, Shanghai Punan Hospital of Pudong New District

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