Literature DB >> 33353269

[Application of artificial intelligence technology in the diagnosis and treatment of colorectal cancer].

Y Gao1, X X Zhang1, S Li2, Y Lu3.   

Abstract

The combination of artificial intelligence (AI) technology and medicine is an important milestone in the development of modern medicine, which realizes the digitalization and intelligence for clinicians in the process of diagnosis and treatment. This is not a competition between human and machine, but a collaborative progress and development. The incidence of colorectal cancer remains high in China. The introduction of AI technology in lymph node metastasis, circumferential resection margin, neoadjuvant therapy, genetic diagnosis, radiomics, pathological assistance and colonoscopy diagnosis has further improved the diagnosis and treatment, as well as the evaluation and prediction of the disease of colorectal cancer. This article will review and comment on the application of AI technology in colorectal cancer staging, neoadjuvant therapy, gene diagnosis, pathological assistance and other aspects.

Entities:  

Keywords:  Artificial intelligence; Colorectal neoplasms; Deep learning

Mesh:

Year:  2020        PMID: 33353269     DOI: 10.3760/cma.j.cn.441530-20200213-00054

Source DB:  PubMed          Journal:  Zhonghua Wei Chang Wai Ke Za Zhi        ISSN: 1671-0274


  2 in total

1.  Modern Machine Learning Practices in Colorectal Surgery: A Scoping Review.

Authors:  Stephanie Taha-Mehlitz; Silvio Däster; Laura Bach; Vincent Ochs; Markus von Flüe; Daniel Steinemann; Anas Taha
Journal:  J Clin Med       Date:  2022-04-26       Impact factor: 4.964

Review 2.  Applications of Artificial Intelligence in Screening, Diagnosis, Treatment, and Prognosis of Colorectal Cancer.

Authors:  Hang Qiu; Shuhan Ding; Jianbo Liu; Liya Wang; Xiaodong Wang
Journal:  Curr Oncol       Date:  2022-03-07       Impact factor: 3.677

  2 in total

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