Abstract

Info

Author(s):: LI Shuangshuang1; HOU Zhen2; LIU Juan1; RENWei1; WAN Suiren2; YAN Jing1; 1. Comprehensive Cancer Centre, Drum Tower Hospital, Medical School of Nanjing University & Clinical Cancer Institute of Nanjing University, Nanjing 210000, China; 2. Laboratory for Medical Electronics, State Key Laboratory of Bioelectronics, School of Biological Sciences and Medical Engineering, Southeast University, Nanjing 210096, China

Abstract:: Abstract: Radiomics is a noninvasive method of image analysis, and numerous studies have confirmed the research value of radiomics in the tumor diagnosis, stage, treatment response prediction and prognosis. Herein the concept, analysis process and current research status of radiomics are introduced, and the commonly used software for image segmentation and feature extraction, and analysis and modeling tools are summarized. The characteristics of various software programs available for radiomics research are described, offering a good opportunity and foundation for further application of radiomics in clinical practice. With the further accumulation and standardization of medical image data, as well as the development of artificial intelligence and deep learning, it will provide us with the new directions of radiomics.