Radiomics analysis of intratumoral and different peritumoral regions from multiparametric MRI for evaluating HER2 status of breast cancer: A comparative study

Radiomics analysis of intratumoral and different peritumoral regions from multiparametric MRI for evaluating HER2 status of breast cancer: A comparative study

Purpose: To investigate the potential of radiomics signatures (RSs) from intratumoral and peritumoral regions on multiparametric magnetic resonance imaging (MRI) to noninvasively evaluate HER2 status in breast cancer. Method: In this retrospective study, 992 patients with pathologically confirmed br...

Full description

Bibliographic Details
Main Authors:	Jing Zhou, Xuan Yu, Qingxia Wu, Yaping Wu, Cong Fu, Yunxia Wang, Menglu Hai, Hongna Tan, Meiyun Wang
Format:	Article
Language:	English
Published:	Elsevier 2024-04-01
Series:	Heliyon
Subjects:	Breast cancer Radiomics Human epithelial growth factor receptor 2 Multiparametric MRI
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844024047534

Similar Items

Multiparametric MRI-based intratumoral and peritumoral radiomics for predicting the pathological differentiation of hepatocellular carcinoma
by: Hai-Feng Liu, et al.
Published: (2024-03-01)

Clinical study on the prediction of ALN metastasis based on intratumoral and peritumoral DCE-MRI radiomics and clinico-radiological characteristics in breast cancer
by: Yunxia Wang, et al.
Published: (2024-03-01)

The value of multiparametric MRI radiomics in predicting IDH genotype in glioma before surgery
by: Yuanzi Liang, et al.
Published: (2023-11-01)

Radiomics-Based Detection of Radionecrosis Using Harmonized Multiparametric MRI
by: Clément Acquitter, et al.
Published: (2022-01-01)

Multiparametric MRI radiomics fusion for predicting the response and shrinkage pattern to neoadjuvant chemotherapy in breast cancer
by: Ming Fan, et al.
Published: (2023-05-01)

Prediction of Glioma Grade by Tumor Heterogeneity Radiomic Analysis Based on Multiparametric MRI
by: Shuangge Deng, et al.
Published: (2023-04-01)

Assessment of invasion of prostate cancer with multiparametric MRI-based radiomics
by: YANG Jing, et al.
Published: (2024-01-01)

Integrated Multiparametric Radiomics and Informatics System for Characterizing Breast Tumor Characteristics with the OncotypeDX Gene Assay
by: Michael A. Jacobs, et al.
Published: (2020-09-01)

Multiparametric MRI radiomics for the differentiation of brain glial cell hyperplasia from low-grade glioma
by: Siqian Gu, et al.
Published: (2023-08-01)

Radiomics analysis based on multiparametric magnetic resonance imaging for differentiating early stage of cervical cancer
by: Feng Wu, et al.
Published: (2024-02-01)

A Radiomics Model for Predicting Early Recurrence in Grade II Gliomas Based on Preoperative Multiparametric Magnetic Resonance Imaging
by: Zhen-hua Wang, et al.
Published: (2021-09-01)

Detecting localised prostate cancer using radiomic features in PSMA PET and multiparametric MRI for biologically targeted radiation therapy
by: Tsz Him Chan, et al.
Published: (2023-04-01)

MRI Based Radiomics Compared With the PI-RADS V2.1 in the Prediction of Clinically Significant Prostate Cancer: Biparametric vs Multiparametric MRI
by: Tong Chen, et al.
Published: (2022-01-01)

Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions
by: Caterina Gaudiano, et al.
Published: (2022-12-01)

Multiparametric Integrated <sup>18</sup>F-FDG PET/MRI-Based Radiomics for Breast Cancer Phenotyping and Tumor Decoding
by: Lale Umutlu, et al.
Published: (2021-06-01)

Intratumoral and peritumoral MRI-based radiomics prediction of histopathological grade in soft tissue sarcomas: a two-center study
by: Liyuan Zhang, et al.
Published: (2023-10-01)

Intratumoral and peritumoral CT radiomics in predicting prognosis in patients with chondrosarcoma: a multicenter study
by: Qiyuan Li, et al.
Published: (2024-01-01)

Predicting Disease-Free Survival With Multiparametric MRI-Derived Radiomic Signature in Cervical Cancer Patients Underwent CCRT
by: Bing Liu, et al.
Published: (2022-01-01)

Differentiation of malignant brain tumor types using intratumoral and peritumoral radiomic features
by: Dongming Liu, et al.
Published: (2022-07-01)

Preoperative Prediction of Perineural Invasion Status of Rectal Cancer Based on Radiomics Nomogram of Multiparametric Magnetic Resonance Imaging
by: Yang Zhang, et al.
Published: (2022-04-01)

Multiparametric <sup>18</sup>F-FDG PET/MRI-Based Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer
by: Lale Umutlu, et al.
Published: (2022-03-01)

Clinical-Genomic Risk Group Classification of Suspicious Lesions on Prostate Multiparametric-MRI
by: Radka Stoyanova, et al.
Published: (2023-10-01)

Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI
by: Nathaniel M. Braman, et al.
Published: (2017-05-01)

Intratumoral and peritumoral radiomics based on contrast-enhanced MRI for preoperatively predicting treatment response of transarterial chemoembolization in hepatocellular carcinoma
by: Ying Zhao, et al.
Published: (2023-10-01)

Machine Learning Models and Multiparametric Magnetic Resonance Imaging for the Prediction of Pathologic Response to Neoadjuvant Chemotherapy in Breast Cancer
by: Carmen Herrero Vicent, et al.
Published: (2022-07-01)

Longitudinal Changes and Predictive Value of Multiparametric MRI Features for Prostate Cancer Patients Treated with MRI-Guided Lattice Extreme Ablative Dose (LEAD) Boost Radiotherapy
by: Ahmad Algohary, et al.
Published: (2022-09-01)

MRI radiomic features of peritumoral edema may predict the recurrence sites of glioblastoma multiforme
by: Hao Long, et al.
Published: (2023-01-01)

Radiomic Analysis of Quantitative T2 Mapping and Conventional MRI in Predicting Histologic Grade of Bladder Cancer
by: Lei Ye, et al.
Published: (2023-09-01)

Radiomic Machine Learning and External Validation Based on 3.0 T mpMRI for Prediction of Intraductal Carcinoma of Prostate With Different Proportion
by: Ling Yang, et al.
Published: (2022-06-01)

Corrigendum: Radiomic machine learning and external validation based on 3.0T mpMRI for prediction of intraductal carcinoma of prostate with different proportion
by: Ling Yang, et al.
Published: (2024-04-01)

Multiparametric MRI‐based model for prediction of local progression of hepatocellular carcinoma after thermal ablation
by: Chao Chen, et al.
Published: (2023-09-01)

Combining Multiparametric MRI Radiomics Signature With the Vesical Imaging-Reporting and Data System (VI-RADS) Score to Preoperatively Differentiate Muscle Invasion of Bladder Cancer
by: Zongtai Zheng, et al.
Published: (2021-05-01)

The CT-based intratumoral and peritumoral machine learning radiomics analysis in predicting lymph node metastasis in rectal carcinoma
by: Hang Yuan, et al.
Published: (2022-11-01)

Intratumoral and peritumoral radiomics predict pathological response after neoadjuvant chemotherapy against advanced gastric cancer
by: Chenchen Liu, et al.
Published: (2024-01-01)

Multiparametric MRI - local staging of prostate cancer and beyond
by: Caglic Iztok, et al.
Published: (2019-05-01)

Deep-learning-based radiomics of intratumoral and peritumoral MRI images to predict the pathological features of adjuvant radiotherapy in early-stage cervical squamous cell carcinoma
by: Xue-Fang Zhang, et al.
Published: (2024-03-01)

Radiomics Analysis of Magnetic Resonance Imaging Facilitates the Identification of Preclinical Alzheimer’s Disease: An Exploratory Study
by: Tao-Ran Li, et al.
Published: (2020-12-01)

Intratumoral and peritumoral radiomics model based on abdominal ultrasound for predicting Ki-67 expression in patients with hepatocellular cancer
by: Hongwei Qian, et al.
Published: (2023-08-01)

Intra- and peritumoral MRI radiomics assisted in predicting radiochemotherapy response in metastatic cervical lymph nodes of nasopharyngeal cancer
by: Hao Xu, et al.
Published: (2023-05-01)

CT based intratumor and peritumoral radiomics for differentiating complete from incomplete capsular characteristics of parotid pleomorphic adenoma: a two-center study
by: Shuang Li, et al.
Published: (2023-05-01)