An update in musculoskeletal tumors: from quantitative imaging to radiomics

被引:38
|
作者
Chianca, Vito [1 ,2 ,3 ]
Albano, Domenico [4 ,5 ]
Messina, Carmelo [4 ,6 ]
Vincenzo, Gabriele [1 ]
Rizzo, Stefania [1 ]
Del Grande, Filippo [1 ]
Sconfienza, Luca Maria [4 ,6 ]
机构
[1] Clin Radiol EOC IIMSI, Lugano, Switzerland
[2] Osped Evangel Betania, Naples, Italy
[3] Univ Pisa, Oncol Imaging Diagnost & Intervent Radiol Dept Tr, Via Roma 67, I-56126 Pisa, Italy
[4] IRCCS Ist Ortoped Galeazzi, Milan, Italy
[5] Univ Palermo, Sez Sci Radiol, Dipartimento Biomed Neurosci & Diagnost Avanzata, Palermo, Italy
[6] Univ Milan, Dipartimento Sci Biomed Salute, Milan, Italy
来源
RADIOLOGIA MEDICA | 2021年 / 126卷 / 08期
关键词
Soft tissue sarcoma; Bone sarcoma; MRI; Diffusion tensor imaging; Radiomics; Quantitative imaging biomarkers; DIFFUSION-WEIGHTED MRI; SOFT-TISSUE TUMORS; MAGNETIC-RESONANCE-SPECTROSCOPY; CLINICAL-APPLICATIONS; DIAGNOSTIC-VALUE; BONE; BODY; DIFFERENTIATION; METHODOLOGY; DISTINGUISH;
D O I
10.1007/s11547-021-01368-2
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
In the last two decades, relevant progress has been made in the diagnosis of musculoskeletal tumors due to the development of new imaging tools, such as diffusion-weighted imaging, diffusion kurtosis imaging, magnetic resonance spectroscopy, and diffusion tensor imaging. Another important role has been played by the development of artificial intelligence software based on complex algorithms, which employ computing power in the detection of specific tumor types. The aim of this article is to report the most advanced imaging techniques focusing on their advantages in clinical practice.
引用
收藏
页码:1095 / 1105
页数:11
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