Research progress of radiomics and radiogenomics in predicting the molecular subtypes of breast cancer
GENG Tian
WU Zeqi
QIN Genggeng
HE Zilong
Abstract：Radiomics can extract a large number of image features from medical images in high throughput,while radiogenomics focuses on exploring the correlation between imaging data and the genome.Based on imaging technologies such as DCE-MRI,mammography,and breast ultrasound,radiomics and radiogenomics can assess tumor heterogeneity and biological behavior of breast cancer,providing new approaches and insights for research on breast cancer diagnosis,treatment evaluation,and prognosis prediction.Especially,it shows great potential in non-invasively predicting breast cancer molecular subtypes preoperatively.This article reviews the research progress on predicting breast cancer molecular subtypes using radiomics and radiogenomics.
Keywords：Breast cancerMolecular subtypeRadiomicsRadiogenomicsMammographyTomographyX-ray computedMagnetic resonance imagingUltrasound
Publication Date：2024-05-15
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 306-309 )