Application of artificial intelligence to the diagnosis and therapy of colorectal cancer
- PMID: 33294256
- PMCID: PMC7716173
Application of artificial intelligence to the diagnosis and therapy of colorectal cancer
Abstract
Artificial intelligence (AI) is a relatively new branch of computer science involving many disciplines and technologies, including robotics, speech recognition, natural language and image recognition or processing, and machine learning. Recently, AI has been widely applied in the medical field. The effective combination of AI and big data can provide convenient and efficient medical services for patients. Colorectal cancer (CRC) is a common type of gastrointestinal cancer. The early diagnosis and treatment of CRC are key factors affecting its prognosis. This review summarizes the research progress and clinical application value of AI in the investigation, early diagnosis, treatment, and prognosis of CRC, to provide a comprehensive theoretical basis for AI as a promising diagnostic and treatment tool for CRC.
Keywords: Artificial intelligence; colonoscopy; colorectal cancer; diagnosis; pathological biopsy; therapy.
AJCR Copyright © 2020.
Conflict of interest statement
None.
Figures
References
-
- Ou C, Sun Z, Li X, Li X, Ren W, Qin Z, Zhang X, Yuan W, Wang J, Yu W, Zhang S, Peng Q, Yan Q, Xiong W, Li G, Ma J. MiR-590-5p, a density-sensitive microRNA, inhibits tumorigenesis by targeting YAP1 in colorectal cancer. Cancer Lett. 2017;399:53–63. - PubMed
-
- Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer. 2010;127:2893–2917. - PubMed
Publication types
LinkOut - more resources
Full Text Sources