Open AccessDevelopment and evaluation of a high performance T1 ‐weighted brain template for use in studies on older adults
Author(s) -
Ridwan Abdur Raquib,
Niaz Mohammad Rakeen,
Wu Yingjuan,
Qi Xiaoxiao,
Zhang Shengwei,
Kontzialis Marinos,
JavierrePetit Carles,
Tazwar Mahir,
Bennett David A.,
Yang Yongyi,
Arfanakis Konstantinos
Publication year - 2021
Publication title -
human brain mapping
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.005
H-Index - 191
eISSN - 1097-0193
pISSN - 1065-9471
DOI - 10.1002/hbm.25327
Subject(s) - spatial normalization , template , normalization (sociology) , neuroimaging , representativeness heuristic , image quality , computer science , artificial intelligence , pattern recognition (psychology) , psychology , voxel , neuroscience , image (mathematics) , social psychology , sociology , anthropology , programming language
Abstract Τhe accuracy of template‐based neuroimaging investigations depends on the template's image quality and representativeness of the individuals under study. Yet a thorough, quantitative investigation of how available standardized and study‐specific T1‐weighted templates perform in studies on older adults has not been conducted. The purpose of this work was to construct a high‐quality standardized T1‐weighted template specifically designed for the older adult brain, and systematically compare the new template to several other standardized and study‐specific templates in terms of image quality, performance in spatial normalization of older adult data and detection of small inter‐group morphometric differences, and representativeness of the older adult brain. The new template was constructed with state‐of‐the‐art spatial normalization of high‐quality data from 222 older adults. It was shown that the new template (a) exhibited high image sharpness, (b) provided higher inter‐subject spatial normalization accuracy and (c) allowed detection of smaller inter‐group morphometric differences compared to other standardized templates, (d) had similar performance to that of study‐specific templates constructed with the same methodology, and (e) was highly representative of the older adult brain.