Application and progress of radiomics in bone and soft tissue tumors

VernacularTitle:影像组学在骨骼与软组织肿瘤中的应用及进展
Author: Xiaohan ZHANG ¹ ; Yao ZHANG ; Linfeng AI ; Tian LI ; Hao XIONG
Author Information

1. 荆州市第一人民医院放射科荆州 434000
Keywords: Radiomics; Bone and soft tissue tumors; Computed tomography; Magnetic resonance imaging
From: China Medical Equipment 2024;21(1):199-204
CountryChina
Language:Chinese
Abstract: Bone and soft tissue tumors are diverse and with complicated histologic components and significantly divergent biological behaviors.Conventional imaging examinations,such as CT,magnetic resonance imaging(MRI)and positron emission tomography(PET),are limited to the identification of anatomical structures and abnormal signals,which are difficult to meet the qualitative requirements of imaging.With the improvement of digitalization in hospitals and medical institutions,the introduction of electronic medical records and the improvement of computational power,modern intelligent medical treatment gradually evolves to the combination of human brain,big data and artificial intelligence.Researchers are committed to mining deeper image data information,and radiomics came into being.Radiomics is a method of extracting and analyzing subvisual quantitative features from medical images and quantifying tumor heterogeneity through modeling,which is of great significance in the accurate diagnosis and treatment of bone and soft tissue tumors.