Setup of computer-aided diagnosis system for prostate cancer on multiparametric MRI

GAO Ge; WANG Chengyan; ZHAO Kai; XU Kangjie; WANG Huihui; HU Juan; ZHANG Jue; WANG Xiaoying

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Setup of computer-aided diagnosis system for prostate cancer on multiparametric MRI

更新时间：2025-12-15

- Setup of computer-aided diagnosis system for prostate cancer on multiparametric MRI
- Vol. 25, Issue 2, Pages: 117-122(2016)
- 作者机构：
  
  1. 北京大学第一医院医学影像科,北京,100034
  2. 北京大学工学院生物医学工程系，北京大学前沿交叉学科研究院,北京,100871
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published Online：18 August 2016，
  
  Published：18 August 2016
- 稿件说明：
移动端阅览
高歌,王成彦,赵凯,等. 前列腺癌多参数MRI计算机辅助诊断系统的构建[J]. 肿瘤影像学, 2016, 25(2): 117-122
DOI：

高歌,王成彦,赵凯,等. 前列腺癌多参数MRI计算机辅助诊断系统的构建[J]. 肿瘤影像学, 2016, 25(2): 117-122 DOI：

摘要

多参数磁共振成像(multiparametric MRI，mpMRI)已成为前列腺癌检出、分期、指导活检及治疗后随访最常用的影像学方法。由于MRI技术的复杂性，诊断具有较强的经验依赖性。计算机辅助诊断(computer-aided diagnosis，CAD)技术可进行多变量分析，提高疾病的临床诊断效能，近年来广泛应用于医学图像分析。基于mpMRI的前列腺癌CAD系统近几年取得了较大进展并显现出良好的应用前景，本文结合本单位实际经验，简要介绍CAD在前列腺癌mpMRI诊断中的进展。

Abstract

Multiparametric MRI (mpMRI) has been considered as the method of choice for prostate cancer detection

staging

guidance for biopsy and treatment follow-up. However

effectiveness of mpMRI is usually affected by personal experience and expertise. Computer-aided diagnosis (CAD) system shows promise for improved prostate cancer diagnosis. This article aims to review the technique advance and effectiveness comparison of the state-of-the-art CADs for prostate cancer on mpMRI.

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