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A Chinese multi-modal neuroimaging data release for increasing diversity of human brain mapping

  • Peng Gao
  • , Hao Ming Dong
  • , Si Man Liu
  • , Xue Ru Fan
  • , Chao Jiang
  • , Yin Shan Wang
  • , Daniel Margulies
  • , Hai Fang Li*
  • , Xi Nian Zuo*
  • *此作品的通讯作者
  • Taiyuan University of Technology
  • Beijing Normal University
  • National Basic Science Data Center
  • CAS - Institute of Psychology
  • Capital Normal University
  • CNRS
  • Nanning Normal University

科研成果: 期刊稿件文章同行评审

摘要

The big-data use is becoming a standard practice in the neuroimaging field through data-sharing initiatives. It is important for the community to realize that such open science effort must protect personal, especially facial information when raw neuroimaging data are shared. An ideal tool for the face anonymization should not disturb subsequent brain tissue extraction and further morphological measurements. Using the high-resolution head images from magnetic resonance imaging (MRI) of 215 healthy Chinese, we discovered and validated a template effect on the face anonymization. Improved facial anonymization was achieved when the Chinese head templates but not the Western templates were applied to obscure the faces of Chinese brain images. This finding has critical implications for international brain imaging data-sharing. To facilitate the further investigation of potential culture-related impacts on and increase diversity of data-sharing for the human brain mapping, we released the 215 Chinese multi-modal MRI data into a database for imaging Chinese young brains, namely’I See your Brains (ISYB)’, to the public via the Science Data Bank (https://doi.org/10.11922/sciencedb.00740).

源语言英语
文章编号286
期刊Scientific data
9
1
DOI
出版状态已出版 - 12月 2022
已对外发布

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

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