Soft Tissue Sarcomas: Preoperative Predictive Histopathological Grading Based on Radiomics of MRI

Zhang Yu; Zhu Yifeng; Shi Xiaomeng; Tao Juan; Cui Jingjing; Dai Yue; Zheng Minting; Wang Shaowu

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Soft Tissue Sarcomas: Preoperative Predictive Histopathological Grading Based on Radiomics of MRI

机译：软组织肉瘤：基于MRI射线学的术前预测组织病理学分级

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摘要

Rationale and Objectives: The purpose of this study is to develop a radiomics model for predicting the histopathological grades of soft tissue sarcomas preoperatively through magnetic resonance imaging (MRI).

机译：理由和目标：本研究的目的是开发一种辐射瘤模型，用于通过磁共振成像（MRI）术前预测软组织肉瘤的组织病理学等级。

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来源
《Academic radiology》 |2019年第9期|共7页
作者
Zhang Yu; Zhu Yifeng; Shi Xiaomeng; Tao Juan; Cui Jingjing; Dai Yue; Zheng Minting; Wang Shaowu;
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作者单位

Dalian Med Univ Dept Radiol Hosp 2 467 Zhongshan Rd Dalian Peoples R China;

Dalian Med Univ Dept Radiol Hosp 2 467 Zhongshan Rd Dalian Peoples R China;

Dalian Med Univ Hosp 2 Dept Gastrointestinal Surg Dalian Peoples R China;

Dalian Med Univ Hosp 2 Dept Pathol Dalian Peoples R China;

Huiying Med Technol Inc Beijing Peoples R China;

Dalian Med Univ Dept Radiol Hosp 2 467 Zhongshan Rd Dalian Peoples R China;

Dalian Med Univ Hosp 1 Dept Radiol Dalian Peoples R China;

Dalian Med Univ Dept Radiol Hosp 2 467 Zhongshan Rd Dalian Peoples R China;

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原文格式 PDF
正文语种 eng
中图分类放射医学;
关键词
Radiomics; Grading; Soft tissue sarcoma; MRI;

机译：辐射瘤;分级;软组织肉瘤;MRI;

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专利

1. 59例软组织肉瘤的MRI特征与组织病理分级的关系 [J] . 刘庆余, 李海刚, 陈建宇, 癌症（英文版） . 2008,第008期
2. Soft Tissue Sarcomas: Preoperative Predictive Histopathological Grading Based on Radiomics of MRI [J] . Zhang Yu, Zhu Yifeng, Shi Xiaomeng, Academic radiology . 2019,第9期

机译：软组织肉瘤：基于MRI射线学的术前预测组织病理学分级
3. Tumor grading of soft tissue sarcomas using MRI-based radiomics [J] . Jan C. Peeken, Matthew B. Spraker, Carolin Knebel, EBioMedicine . 2019,第2期

机译：基于MRI的放射学对软组织肉瘤的肿瘤分级
4. CT-based radiomic features predict tumor grading and have prognostic value in patients with soft tissue sarcomas treated with neoadjuvant radiation therapy [J] . Peeken Jan C., Bernhofer Michael, Spraker Matthew B., Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2019,第期

机译：基于CT基的射线特征预测肿瘤分级并对用新辅助辐射治疗治疗的软组织肉瘤患者具有预后价值
5. A quantitative histogram-based approach to predict treatment outcome for Soft Tissue Sarcomas using pre- and post-treatment MRIs [C] . Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, IEEE International Conference on Systems, Man, and Cybernetics . 2016

机译：基于定量直方图的方法，使用治疗前和治疗后MRI预测软组织肉瘤的治疗结果
6. Learning to Predict Clinical Outcomes from Soft Tissue Sarcoma MRI [D] . Farhidzadeh, Hamidreza. 2017

机译：学习从软组织肉瘤MRI预测临床结果
7. Tumor grading of soft tissue sarcomas using MRI-based radiomics [O] . Jan C. Peeken, Matthew B. Spraker, Carolin Knebel, 2019

机译：基于MRI的放射线学对软组织肉瘤的肿瘤分级
8. MRI-Based Radiomic Models Predict Tumor Grading in Soft-Tissue Sarcoma Patients [O] . J.C. Peeken, M.B. Spraker, D. Pfeiffer, 2019

机译：基于MRI的辐射瘤预测软组织肉瘤患者的肿瘤分级

Soft Tissue Sarcomas: Preoperative Predictive Histopathological Grading Based on Radiomics of MRI

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