The application of artificial intelligence and radiomics in lung cancer

Author:

Zhou Yaojie1,Xu Xiuyuan2,Song Lujia3,Wang Chengdi1,Guo Jixiang2,Yi Zhang2,Li Weimin1

Affiliation:

1. Department of Respiratory and Critical Care Medicine, West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China

2. Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu 610065, China

3. West China School of Public Health, Sichuan University, Chengdu 610041, China

Abstract

Abstract Lung cancer is one of the most leading causes of death throughout the world, and there is an urgent requirement for the precision medical management of it. Artificial intelligence (AI) consisting of numerous advanced techniques has been widely applied in the field of medical care. Meanwhile, radiomics based on traditional machine learning also does a great job in mining information through medical images. With the integration of AI and radiomics, great progress has been made in the early diagnosis, specific characterization, and prognosis of lung cancer, which has aroused attention all over the world. In this study, we give a brief review of the current application of AI and radiomics for precision medical management in lung cancer.

Funder

National Natural Science Foundation of China

Science and Technology Project of Chengdu

Publisher

Oxford University Press (OUP)

Subject

General Medicine

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