Clinical application of artificial intelligence in medical imaging of colorectal cancer

MA Menghang; WEI Wei; LIU Zhenyu; TIAN Jie

doi:10.19732/j.cnki.2096-6210.2022.02.001

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Clinical application of artificial intelligence in medical imaging of colorectal cancer

更新时间：2025-12-15

- Clinical application of artificial intelligence in medical imaging of colorectal cancer
- Vol. 31, Issue 2, Pages: 97-104(2022)
- 作者机构：
  
  1. 西安工程大学电子信息学院,陕西,西安,710048
  2. 中国科学院自动化研究所，中国科学院分子影像重点实验室,北京,100190
  3. 北京航空航天大学，北京市大数据精准医疗高精尖创新中心,北京,100191
- 作者简介：
- 基金信息：
- DOI：10.19732/j.cnki.2096-6210.2022.02.001
  CLC：
- Published Online：28 April 2022，
  
  Published：28 April 2022
- 稿件说明：
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马梦航,魏炜,刘振宇,等. 人工智能在结直肠癌医学影像中的临床应用[J]. 肿瘤影像学, 2022, 31(2): 97-104 https://doi.

org/10.19732/j.cnki.2096-6210.2022.02.001
马梦航,魏炜,刘振宇,等. 人工智能在结直肠癌医学影像中的临床应用[J]. 肿瘤影像学, 2022, 31(2): 97-104 https://doi. DOI： 10.19732/j.cnki.2096-6210.2022.02.001.

org/10.19732/j.cnki.2096-6210.2022.02.001 DOI：

摘要

结直肠癌是结肠癌和直肠癌的统称，是常见的消化道恶性肿瘤。医学影像是结直肠癌分期、分子分型预测、疗效评估和预后预测至关重要的辅助手段，其研究一直是医学领域的焦点。人工智能领域的影像组学和深度学习技术通过从医学影像中提取出肉眼无法获得的肿瘤信息，为全面评估肿瘤异质性提供了新的技术，令个性化医学迈入了新的阶段。本文对人工智能在结直肠癌领域的应用现状作一述评，并对未来发展趋势予以展望。

Abstract

Colorectal cancer is the collective name of colon cancer and rectal cancer

and is a common malignant tumor of digestive tract. Medical imaging is a vital auxiliary means for colorectal cancer staging

molecular typing prediction

therapeutic effect evaluation and prognosis evaluation

and its research has always been the focus of the medical field. Radiomics and deep learning technology in the field of artificial intelligence provide a new technology for the comprehensive evaluation of tumor heterogeneity by extracting tumor information that cannot be obtained by the naked eye from medical images

and make personalized medicine enter a new stage. This paper reviewed the application status of artificial intelligence in the field of colorectal cancer

and further analyzed and prospected it.

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Related Institution

Department of Radiology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University

Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University

Department of Ultrasound, Shanghai Punan Hospital of Pudong New District

College of Medical Instrumentation, Shanghai University of Medicine & Health Sciences

Shanghai Institute of Medical Imaging

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