A CT radiomics analysis of COVID-19-related ground-glass opacities and consolidation: Is it valuable in a differential diagnosis with other atypical pneumonias?

Mutlu Gülbay; Bahad?r Orkun ?zbay; B?kebatur Ahmet Ra?it Mendi; Aliye Ba?tu?; Hürrem Bodur

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A CT radiomics analysis of COVID-19-related ground-glass opacities and consolidation: Is it valuable in a differential diagnosis with other atypical pneumonias?

机译：Covid-19相关靶玻璃露天度和固结的CT辐射偏析分析：在差异诊断与其他非典型肺炎有价值吗？

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Purpose To evaluate the discrimination of parenchymal lesions between COVID-19 and other atypical pneumonia (AP) by using only radiomics features.

机译：目的通过使用仅使用射致瘤特征来评估Covid-19和其他非典型肺炎（AP）之间实质病变的辨别。

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《PLoS One》 |2021年第3期|共21页
作者
Mutlu Gülbay; Bahad?r Orkun ?zbay; B?kebatur Ahmet Ra?it Mendi; Aliye Ba?tu?; Hürrem Bodur;
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中图分类医药、卫生;
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1. Computer-aided diagnosis of ground-glass opacity pulmonary nodules using radiomic features analysis [J] . Gong Jing, Liu Jiyu, Hao Wen, Physics in medicine and biology. . 2019,第13期

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2. Radiomic analysis of pulmonary ground-glass opacity nodules for distinction of preinvasive lesions, invasive pulmonary adenocarcinoma and minimally invasive adenocarcinoma based on quantitative texture analysis of CT [J] . Wei Li, Xuexiang Wang, Yuwei Zhang, 中国癌症研究（英文版） . 2018,第004期

机译：基于CT定量纹理分析的肺毛玻璃样混浊结节的放射学分析，以区分浸润前病变，浸润性肺腺癌和微浸润性腺癌
3. Differential Diagnosis of Ground-Glass Opacity Nodules: CT Number Analysis by Three-Dimensional Computerized Quantification [J] . Koei Ikeda Kazuo Awai Takeshi Mori Koichi Kawanaka Yasuyuki Yamashita and Hiroaki Nomori Chest . 2007,第3期

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4. Deep neural network convolution (NNC) for three-class classification of diffuse lung disease opacities in high-resolution CT (HRCT): Consolidation, ground-glass opacity (GGO), and normal opacity [C] . Noriaki Hashimoto, Kenji Suzuki, Junchi Liu, SPIE Medical Imaging Conference . 2018

机译：深层神经网络卷积（NNC）在高分辨率CT（HRCT）中对弥漫性肺部疾病混浊进行三类分类：巩固，磨玻璃混浊（GGO）和正常混浊
5. Computer aided diagnosis of lung ground glass opacity nodules and large lung cancers in CT [D] . Zhou, Jinghao 2008

机译：计算机辅助诊断CT中的肺毛玻璃混浊结节和大肺癌
6. A CT radiomics analysis of COVID-19-related ground-glass opacities and consolidation: Is it valuable in a differential diagnosis with other atypical pneumonias? [O] . Mutlu Gülbay, Bahadır Orkun Özbay, Bökebatur Ahmet Raşit Mendi, 2021

机译：Covid-19相关磨玻璃露天度和固结的CT辐射辐射分析：鉴别诊断与其他非典型肺炎有价值吗？
7. Radiomic analysis of pulmonary ground-glass opacity nodules for distinction of preinvasive lesions, invasive pulmonary adenocarcinoma and minimally invasive adenocarcinoma based on quantitative texture analysis of CT [O] . Wei Li, Xuexiang Wang, Yuwei Zhang, 2018

机译：基于CT定量纹理分析的肺磨削损伤，侵袭性肺腺癌和微创腺癌的区别，肺磨玻璃透明度结节的辐射瘤分析

A CT radiomics analysis of COVID-19-related ground-glass opacities and consolidation: Is it valuable in a differential diagnosis with other atypical pneumonias?

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