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The role of AI technology in prediction, diagnosis and treatment of colorectal cancer
Artificial Intelligence Review ( IF 10.7 ) Pub Date : 2021-07-04 , DOI: 10.1007/s10462-021-10034-y
Chaoran Yu 1 , Ernest Johann Helwig 2
Affiliation  

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.



中文翻译:

人工智能技术在结直肠癌预测、诊断和治疗中的作用

人工智能 (AI) 是一项引人入胜的新技术,它结合了机器学习和神经网络来改进现有技术或创造新技术。介绍了人工智能的潜在应用,以帮助对抗结直肠癌 (CRC)。这包括 AI 将如何影响结直肠癌的流行病学,以及 GeoAI、数字流行病学和实时信息收集等海量信息收集的新方法。同时,这篇综述还检查了现有的疾病诊断工具,如 CT/MRI、内窥镜、遗传学和病理评估,这些工具也从深度学习的实施中受益匪浅。最后,正在讨论如何在应用 AI 时增强 CRC 的治疗和治疗方法。

更新日期:2021-07-04
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