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Original article: Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study

机译：原始文章：剪切波弹性成像的深度学习Radiomics显着改善了评估慢性乙型肝炎肝纤维化的诊断性能：一项前瞻性多中心研究

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ObjectiveWe aimed to evaluate the performance of the newly developed deep learning Radiomics of elastography (DLRE) for assessing liver fibrosis stages. DLRE adopts the radiomic strategy for quantitative analysis of the heterogeneity in two-dimensional shear wave elastography (2D-SWE) images.

机译：目的我们旨在评估新开发的深度学习弹性成像放射学（DLRE）评估肝纤维化阶段的性能。 DLRE采用放射学策略对二维剪切波弹性成像（2D-SWE）图像中的异质性进行定量分析。

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期刊名称 BMJ Open Access
作者
Kun Wang; Xue Lu; Hui Zhou; Yongyan Gao; Jian Zheng; Minghui Tong; Changjun Wu; Changzhu Liu; Liping Huang; Tian’an Jiang; Fankun Meng; Yongping Lu; Hong Ai; Xiao-Yan Xie; Li-ping Yin; Ping Liang; Jie Tian; Rongqin Zheng;
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年(卷),期 -1(68),4
年度 -1
页码 729–741
总页数 13
原文格式 PDF
正文语种
中图分类
关键词
hepatitis B cirrhosis ultrasonography;

机译：乙型肝炎;肝硬化;超声检查;

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专利

1. Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study [J] . Kun Wang, Xue Lu, Hui Zhou, Gut: Journal of the British Society of Gastroenterology . 2019,第4期

机译：剪切波弹性术的深度学习射线测量显着提高了评估慢性乙型肝炎肝纤维化的诊断性能：一项潜在的多期面研究
2. Comparison of Two-Dimensional Shear Wave Elastography with Nine?Serum Fibrosis Indices to Assess Liver Fibrosis in Patients with Chronic Hepatitis B: A Prospective Cohort Study [J] . Jianxue Liu, Yafeng Li, Xueliang Yang, Ultraschall in der Medizin: Organ der Deutschen Gesellschaft fu?r Ultraschall in der Medizin, [der] O?sterreichischen Gesellschaft fu?r Ultraschall in der Medizin, [der] Schweizerischen Gesellschaft fu?r Ultraschall in Medizin und Biologie . 2019,第2期

机译：二维剪力波形弹性成像与九颗纤维化指标的比较评估慢性乙型肝炎患者肝纤维化的肝纤维化：预期队列研究
3. SHEAR WAVE LIVER ELASTOGRAPHY WITH A PROPAGATION MAP: DIAGNOSTIC PERFORMANCE AND INTER-OBSERVER CORRELATION FOR HEPATIC FIBROSIS IN CHRONIC HEPATITIS [J] . Lee Eun Sun, Lee Jong Beum, Park Hwi Ryong, Ultrasound in Medicine and Biology . 2017,第7期

机译：剪切波肝弹性术与传播图：慢性肝炎肝纤维化的诊断性能和观察者间相关性
4. The accurate non-invasive staging of liver fibrosis using deep learning radiomics based on transfer learning of shear wave elastography [C] . Hui Zhou, Kun Wang, Jie Tian Conference on Medical Imaging: Ultrasonic Imaging and Tomography . 2020

机译：基于转移学习的深层学习射频基于剪切波弹性造影的深度学习辐射学准确的非侵入性分期
5. Liver fibrosis in chronic hepatitis B-A study of the natural history using transient elastography. [D] . Wong Lai-Hung, Grace. 2010

机译：慢性乙型肝炎的肝纤维化-使用瞬时弹性成像研究自然史。
6. Deep Learning-Based Radiomics of B-Mode Ultrasonography and Shear-Wave Elastography: Improved Performance in Breast Mass Classification [O] . Xiang Zhang, Ming Liang, Zehong Yang, 2020

机译：B模型超声波和剪切波弹性造影的深基于学习的射频：提高乳房质量分类的性能
7. Shear Wave Liver Elastography with a Propagation Map: Diagnostic Performance and Inter-Observer Correlation for Hepatic Fibrosis in Chronic Hepatitis [O] . Eun Sun Lee, Byung Ihn Choi 2017

机译：具有传播图的剪力波肝弹性术：慢性肝炎肝纤维化的诊断性能和观察者间相关性

Original article: Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study

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