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- Title
The role of AI technology in prediction, diagnosis and treatment of colorectal cancer.
- Authors
Yu, Chaoran; Helwig, Ernest Johann
- Abstract
Artificial intelligence (AI) is a fascinating new technology that incorporates machine learning and neural networks to improve existing technology or create new ones. Potential applications of AI are introduced to aid in the fight against colorectal cancer (CRC). This includes how AI will affect the epidemiology of colorectal cancer and the new methods of mass information gathering like GeoAI, digital epidemiology and real-time information collection. Meanwhile, this review also examines existing tools for diagnosing disease like CT/MRI, endoscopes, genetics, and pathological assessments also benefitted greatly from implementation of deep learning. Finally, how treatment and treatment approaches to CRC can be enhanced when applying AI is under discussion. The power of AI regarding the therapeutic recommendation in colorectal cancer demonstrates much promise in clinical and translational field of oncology, which means better and personalized treatments for those in need.
- Subjects
COLORECTAL cancer; DEEP learning; ARTIFICIAL intelligence; CANCER treatment; MACHINE learning; EPIDEMIOLOGY of cancer
- Publication
Artificial Intelligence Review, 2022, Vol 55, Issue 1, p323
- ISSN
0269-2821
- Publication type
Article
- DOI
10.1007/s10462-021-10034-y