作者
Aaron T Gudmundson, Annie Koo, Anna Virovka, Alyssa L Amirault, Madelene Soo, Jocelyn H Cho, Georg Oeltzschner, Richard AE Edden, Craig EL Stark
发表日期
2023/9/1
期刊
Analytical biochemistry
卷号
676
页码范围
115227
出版商
Academic Press
简介
Proton (1H) Magnetic Resonance Spectroscopy (MRS) is a non-invasive tool capable of quantifying brain metabolite concentrations in vivo. Prioritization of standardization and accessibility in the field has led to the development of universal pulse sequences, methodological consensus recommendations, and the development of open-source analysis software packages. One on-going challenge is methodological validation with ground-truth data. As ground-truths are rarely available for in vivo measurements, data simulations have become an important tool. The diverse literature of metabolite measurements has made it challenging to define ranges to be used within simulations. Especially for the development of deep learning and machine learning algorithms, simulations must be able to produce accurate spectra capturing all the nuances of in vivo data. Therefore, we sought to determine the physiological ranges …
引用总数
学术搜索中的文章