Differential Aging Signals in Abdominal CT Scans

Orlov Nikita V.; Makrogiannis Sokratis; Ferrucci Luigi; Goldberg Ilya G.

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Differential Aging Signals in Abdominal CT Scans

机译：腹部CT扫描中的差动老化信号

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Rationale and Objectives: Changes in the composition of body tissues are major aging phenotypes, but they have been difficult to study in depth. Here we describe age-related change in abdominal tissues observable in computed tomography (CT) scans. We used pattern recognition and machine learning to detect and quantify these changes in a model-agnostic fashion.

机译：理由和目标：身体组织组成的变化是主要的老化表型，但它们难以深入研究。在这里，我们描述了计算断层扫描（CT）扫描可观察到的腹部组织的年龄相关变化。我们使用模式识别和机器学习来检测和量化模型 - 不可知的方式。

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《Academic radiology》 |2017年第12期|共9页
作者
Orlov Nikita V.; Makrogiannis Sokratis; Ferrucci Luigi; Goldberg Ilya G.;
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作者单位

NIA NIH BRC 251 Bayview Blvd Ste 100 Baltimore MD 21224 USA;

NIA NIH Baltimore MD 21224 USA;

NIA NIH BRC 251 Bayview Blvd Ste 100 Baltimore MD 21224 USA;

NIA NIH BRC 251 Bayview Blvd Ste 100 Baltimore MD 21224 USA;

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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
Abdominal CT scans; differential aging; age discrimination; pattern recognition;

机译：腹部CT扫描;差异老化;年龄歧视;模式识别;

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专利

1. Differential Aging Signals in Abdominal CT Scans [J] . Orlov Nikita V., Makrogiannis Sokratis, Ferrucci Luigi, Academic radiology . 2017,第12期

机译：腹部CT扫描中的差动老化信号
2. Comparison of image noise and image quality between full-dose abdominal computed tomography scans reconstructed with weighted filtered back projection and half-dose scans reconstructed with improved sinogram-affirmed iterative reconstruction (SAFIRE*) [J] . Stephen Choy, Dennis Parhar, Kevin Lian, Abdominal radiology. . 2019,第1期

机译：重建的全剂量腹部计算断层摄影扫描之间的图像噪声和图像质量的比较和重建的半剂量扫描与改进的铭际迭代重建（Safire *）重建
3. Differential contrast imaging of secondary electron signals in cryo-field-emission scanning electron microscopy [J] . Klaus-Ruediger Peters, William P. Wergin Scanning . 1997,第6期

机译：低温场发射扫描电子显微镜中二次电子信号的差分对比成像
4. The Optimal Scan Delay of Contrast Media Injection for Diagnosing Abdominal Tumors (Image Quality and Radiation Dose Aspects of Abdominal CT Scan) [C] . Siti Masrochah, Ardi Soesilo Wibowo, Jeffri Ardiyanto, International Conference on Electronics, Biomedical Engineering, and Health Informatics . 2020

机译：对比介质注射液的最佳扫描延迟诊断腹部肿瘤（腹部CT扫描的图像质量和辐射剂量方面）
5. IMAGE SCANNING AND SIGNAL PROCESSING USING SURFACE ACOUSTO-OPTIC INTERACTION. [D] . AYUB FATHIMULLA, MOHAMMED. 1980

机译：使用表面声光相互作用进行图像扫描和信号处理。
6. Differential aging signals in abdominal CT scans [O] . Nikita V. Orlov, Sokratis Makrogiannis, Luigi Ferrucci, -1

机译：腹部CT扫描中的年龄差异信号
7. Differential Aging Signals in Abdominal CT Scans [O] . Nikita V. Orlov, Sokratis Makrogiannis, Luigi Ferrucci, 2017

机译：腹部CT扫描中的差分老化信号

Differential Aging Signals in Abdominal CT Scans

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