Emerging Applications of Radiomics in Neurological Disorders: A Review

被引：13
|
作者：
Sotoudeh, Houman [1 ]
Sarrami, Amir Hossein [2 ]
Roberson, Glenn H. [1 ]
Shafaat, Omid [3 ]
Sadaatpour, Zahra [4 ]
Rezaei, Ali [1 ]
Choudhary, Gagandeep [5 ]
Singhal, Aparna [4 ]
Sotoudeh, Ehsan [6 ]
Tanwar, Manoj [4 ]
机构：
[1] Univ Alabama Birmingham, Radiol, Birmingham, AL 35294 USA
[2] Univ Semnan, Radiol, Semnan, Iran
[3] Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
[4] Univ Alabama Birmingham, Sch Med, Radiol, Birmingham, AL USA
[5] Oregon Hlth & Sci Univ, Radiol, Portland, OR 97201 USA
[6] Iranian Hosp Dubai, Surg, Dubai, U Arab Emirates
来源：
CUREUS JOURNAL OF MEDICAL SCIENCE | 2021年 / 13卷 / 12期
关键词：
artificial intelligence; demyelinating disorders; stroke; neurology; radiomics; EARLY HEMATOMA EXPANSION; IMAGES;
D O I：
10.7759/cureus.20080
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
Radiomics has achieved significant momentum in radiology research and can reveal image information invisible to radiologists' eyes. Radiomics first evolved for oncologic imaging. Oncologic applications (histopathology, tumor grading, gene mutation analysis, patient survival, and treatment response prediction) of radiomics are widespread. However, it is not limited to oncologic analysis, and any digital medical images can benefit from radiomics analysis. This article reviews the current literature on radiomics in non-oncologic, neurological disorders including ischemic strokes, hemorrhagic stroke, cerebral aneurysms, and demyelinating disorders.
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页数：8
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