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A New Challenge for Radiologists: Radiomics in Breast Cancer

机译：放射科医生面临的新挑战：乳腺癌中的放射学

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Introduction Over the last decade, the field of medical imaging experienced an exponential growth, leading to the development of radiomics, with which innumerable quantitative features are obtained from digital medical images, providing a comprehensive characterization of the tumor. This review aims to assess the role of this emerging diagnostic tool in breast cancer, focusing on the ability of radiomics to predict malignancy, response to neoadjuvant chemotherapy, prognostic factors, molecular subtypes, and risk of recurrence.

机译：引言在过去的十年中，医学成像领域经历了指数级增长，从而导致了放射学的发展，从数字医学图像中获得了无数的定量特征，从而提供了肿瘤的全面表征。这篇综述旨在评估这种新兴的诊断工具在乳腺癌中的作用，重点在于放射组学预测恶性肿瘤，对新辅助化疗的反应，预后因素，分子亚型和复发风险的能力。

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期刊名称 other
作者
Paola Crivelli; Roberta Eufrasia Ledda; Nicola Parascandolo; Alberto Fara; Daniela Soro; Maurizio Conti;
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年(卷),期 -1(2018),-1
年度 -1
页码 6120703
总页数 10
原文格式 PDF
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专利

1. Axillary Surgery Following Neoadjuvant Chemotherapy - Multidisciplinary Guidance From the Association of Breast Surgery, Faculty of Clinical Oncology of the Royal College of Radiologists, UK Breast Cancer Group, National Coordinating Committee for Breast Pathology and British Society of Breast Radiology [J] . Gandhi A., Coles C., Makris A., Clinical oncology . 2019,第9期

机译：Neoadjuvant化疗之后的腋窝手术 - 乳房外科乳房癌症学院临床肿瘤学院，英国乳腺癌组，乳腺病理学和英国乳房放射学会临床学院学院的多学科指导
2. Breast cancers initially detected by hand-held ultrasound: detection performance of radiologists using automated breast ultrasound data. [J] . Chang JM, Moon WK, Cho N, Acta Radiologica . 2011,第1期

机译：最初通过手持式超声检测的乳腺癌：放射科医生使用自动乳房超声数据的检测性能。
3. Breast MRI as a radiomic biomarker of immune response in HER2+breast cancer [J] . Intelligence: A Multidisciplinary Journal . 2020,第期

机译：乳房MRI作为HER2 +乳腺癌免疫应答的射出物生物标志物
4. Bladder Cancer Treatment Response Assessment with Radiomic, Clinical and Radiologist Semantic Features [C] . Marshall N. Gordon, Kenny H. Cha, Lubomir M. Hadjiiski, SPIE Medical Imaging Conference . 2018

机译：具有放射，临床和放射科医生语义特征的膀胱癌治疗反应评估
5. Deep Learning and Radiomics of Breast Cancer on DCE-MRI in Assessment of Malignancy and Response to Therapy [D] . Antropova, Natalia. 2018

机译：DCE-MRI对乳腺癌的深度学习和放射线学评估恶性程度和对治疗的反应
6. Associations between radiologist-defined semantic and automatically computed radiomic features in non-small cell lung cancer [O] . Stephen S. F. Yip, Ying Liu, Chintan Parmar, -1

机译：非小细胞肺癌中放射科医生定义的语义与自动计算的放射学特征之间的关联
7. Associations between radiologist-defined semantic and automatically computed radiomic features in non-small cell lung cancer [O] . Stephen S. F. Yip, Ying Liu, Chintan Parmar, 2017

机译：放射科医师定义的语义和自动计算非小细胞肺癌的辐射瘤之间的关联

A New Challenge for Radiologists: Radiomics in Breast Cancer

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