作者
Akira Kunimatsu, Koichiro Yasaka, Hiroyuki Akai, Haruto Sugawara, Natsuko Kunimatsu, Osamu Abe
发表日期
2022
期刊
Magnetic Resonance in Medical Sciences
卷号
21
期号
1
页码范围
95-109
出版商
Japanese Society for Magnetic Resonance in Medicine
简介
However, the value of MRTA in the clinical use remains undetermined, probably because previous studies have shown only limited reproducibility of the result in the real world. The low-to-modest generalizability may be attributed to variations in MRTA methods, sampling bias that originates from single-institution studies, and overfitting problems to a limited number of samples. To enhance the reliability and reproducibility of MRTA studies, researchers have realized the importance of standardizing methods in the field of radiomics. Another advancement is the recent development of a comprehensive assessment system to ensure the quality of a radiomics study. These two-way approaches will secure the validity of upcoming MRTA studies. The clinical use of texture analysis in brain MRI will be accelerated by these continuous efforts.
学术搜索中的文章
A Kunimatsu, K Yasaka, H Akai, H Sugawara… - Magnetic Resonance in Medical Sciences, 2022