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The anatomy of reliability: A must read for future human brain mapping

Submit Time: 2018-12-07
Author: Xing, Xiu-Xia 1 ; Zuo, Xi-Nian 2 ;
Institute: 1.北京工业大学应用数理学院; 2.中国科学院心理研究所;


Human brain mapping (HBM) is increasingly becoming a multi-disciplinary field where some scientific issues are fundamental for all scientists and applications of using the technology to investigate individual differences. Reliability represents a significant issue for all scientific fields and has particularly been overlooked for decades by the HBM field [1]. Meanwhile, recent advances in open science have offered the field big data for developing novel methodological frameworks as well as performing large-scale investigations of the brain-mind associations based upon the individual differences assessed with HBM [2]. A systematic investigation of reliability seems still far behind these HBM developments. It is critical that reliability is evaluated ahead of these applications, motivating the current commentary on delineation of the anatomy of reliability for future HBM.
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Recommended references: Xing, Xiu-Xia,Zuo, Xi-Nian.(2018).The anatomy of reliability: A must read for future human brain mapping.[ChinaXiv:201812.00059] (Click&Copy)
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[V1] 2018-12-07 05:08:30 chinaXiv:201812.00059V1 Download
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