Research progress of ultrasound-based peritumoral radiomics in diagnosis and treatment of breast tumor
ZOU Qiao
LENG Xiaoling
FAN Xiwen
Abstract：Breast cancer is one of the most common malignant tumors in women worldwide,and its early diagnosis and treatment are crucial to improve the prognosis of patients.Ultrasound radiomics technology can extract a large number of quantitative features from ultrasound images,and use advanced image processing and data analysis techniques to assist clinical diagnosis,treatment decision-making and prognosis evaluation.In recent years,with the rise of the field of peritumoral radiomics,it provides a new perspective for evaluating tumor microenvironment,predicting tumor invasion and metastasis potential,guiding treatment options and prognosis evaluation.This article reviews the overview of peritumoral radiomics and ultrasound peritumoral radiomics in identifying benign and malignant breast tumors,predicting molecular staging of breast cancer,pathological diagnosis,lymph node status,efficacy of neoadjuvant chemotherapy,and prognostic assessment,with the aim of providing guidance for precise diagnostic and therapeutic practice of breast tumors.
Keywords：breast neoplasmsultrasonographyperitumorradiomicsreview
Publication Date：2025-03-20
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 385-389 )