Intratumoral and peritumoral radiomics for preoperative prediction of neoadjuvant chemotherapy effect in breast cancer based on contrast-enhanced spectral mammography

Objective To investigative the performance of intratumoral and peritumoral radiomics based on contrast-enhanced spectral mammography (CESM) to preoperatively predict the effect of the neoadjuvant chemotherapy (NAC) of breast cancers. Materials and methods A total of 118 patients with breast cancer w...

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Bibliographic Details
Published in:	European radiology Vol. 32; no. 5; pp. 3207 - 3219
Main Authors:	Mao, Ning, Shi, Yinghong, Lian, Chun, Wang, Zhongyi, Zhang, Kun, Xie, Haizhu, Zhang, Haicheng, Chen, Qianqian, Cheng, Guanxun, Xu, Cong, Dai, Yi
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01-05-2022 Springer Nature B.V
Subjects:	Breast Breast cancer Breast Neoplasms - diagnostic imaging Breast Neoplasms - drug therapy Breast Neoplasms - surgery Calibration Chemotherapy Decision analysis Diagnostic Radiology Feature extraction Female Humans Imaging Internal Medicine Interventional Radiology Mammography Mammography - methods Mathematical analysis Medicine Medicine & Public Health Neoadjuvant Therapy Neuroradiology Patients Performance prediction Radiology Radiomics Retrospective Studies Signatures Test sets Ultrasound Neoadjuvant therapy Mammography Breast Neoplasms Machine Learning
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