RELIABILITY OF FUNCTIONAL CONNECTIVITY MEASURES IN RESTING-STATE TEST-RETEST FMRI DATA

被引:0
|
作者
Galazzo, I. Boscolo [1 ]
Paolini, E. [1 ]
Endrizzi, W. [1 ]
Zumerle, F. [1 ]
Menegaz, G. [1 ]
Storti, S. F. [1 ]
机构
[1] Univ Verona, Dept Comp Sci, Verona, Italy
关键词
fMRI; FC; reliability; test-retest;
D O I
10.1109/ISBI48211.2021.9433797
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The statistical link between spontaneous fluctuations occurring in different pans of the brain can provide insights into its functional organization. Here, we used high-quality resting-state IMRI (rs-fMRI) data acquired with a test-retest paradigm to assess the reliability of several functional connectivity (IC) metrics, some of which rarely used in the current literature. After applying time/frequency methods to generate EC matrices, we restricted our focus on individual edges through different statistical measures, including but not limited to the intraclass correlation coefficient (ICC). We found that full correlation and magnitude square coherence yielded more reproducible measurements than the other metrics, as revealed by ICC values. These results have important implications when choosing metrics for quantifying FC in rs-fMRI studies, adding novel information to the current panorama of information on the test-retest reliability topic.
引用
收藏
页码:1860 / 1863
页数:4
相关论文
共 50 条
  • [21] Test-retest Reliability of Functional Connectivity and Graph Metrics in the Resting Brain Network
    Jin, Dan
    Xu, Kaibin
    Liu, Bing
    Jiang, Tianzi
    Liu, Yong
    [J]. 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 1028 - 1031
  • [22] A high resolution 7-Tesla resting-state fMRI test-retest dataset with cognitive and physiological measures
    Gorgolewski, Krzysztof J.
    Mendes, Natacha
    Wilfling, Domenica
    Wladimirow, Elisabeth
    Gauthier, Claudine J.
    Bonnen, Tyler
    Ruby, Florence J. M.
    Trampel, Robert
    Bazin, Pierre-Louis
    Cozatl, Roberto
    Smallwood, Jonathan
    Margulies, Daniel S.
    [J]. SCIENTIFIC DATA, 2015, 2
  • [23] Graph-based network analysis of resting-state fMRI: test-retest reliability of binarized and weighted networks
    Xiang, Jie
    Xue, Jiayue
    Guo, Hao
    Li, Dandan
    Cui, Xiaohong
    Niu, Yan
    Yan, Ting
    Cao, Rui
    Ma, Yao
    Yang, Yanli
    Wang, Bin
    [J]. BRAIN IMAGING AND BEHAVIOR, 2020, 14 (05) : 1361 - 1372
  • [24] A high resolution 7-Tesla resting-state fMRI test-retest dataset with cognitive and physiological measures
    Krzysztof J Gorgolewski
    Natacha Mendes
    Domenica Wilfling
    Elisabeth Wladimirow
    Claudine J Gauthier
    Tyler Bonnen
    Florence J.M Ruby
    Robert Trampel
    Pierre-Louis Bazin
    Roberto Cozatl
    Jonathan Smallwood
    Daniel S Margulies
    [J]. Scientific Data, 2
  • [25] Graph-based network analysis of resting-state fMRI: test-retest reliability of binarized and weighted networks
    Jie Xiang
    Jiayue Xue
    Hao Guo
    Dandan Li
    Xiaohong Cui
    Yan Niu
    Ting Yan
    Rui Cao
    Yao Ma
    Yanli Yang
    Bin Wang
    [J]. Brain Imaging and Behavior, 2020, 14 : 1361 - 1372
  • [26] Test-Retest Reliability of Resting-State Magnetoencephalography Power in Sensor and Source Space
    Martin-Buro, Maria Carmen
    Garces, Pilar
    Maestu, Fernando
    [J]. HUMAN BRAIN MAPPING, 2016, 37 (01) : 179 - 190
  • [27] Test-retest reliabilities of resting-state FMRI measurements in human brain functional connectomics: A systems neuroscience perspective
    Zuo, Xi-Nian
    Xing, Xiu-Xia
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2014, 45 : 100 - 118
  • [28] Test-Retest Reliability of Graph Metrics in High-resolution Functional Connectomics: A Resting-State Functional MRI Study
    Du, Hai-Xiao
    Liao, Xu-Hong
    Lin, Qi-Xiang
    Li, Gu-Shu
    Chi, Yu-Ze
    Liu, Xiang
    Yang, Hua-Zhong
    Wang, Yu
    Xia, Ming-Rui
    [J]. CNS NEUROSCIENCE & THERAPEUTICS, 2015, 21 (10) : 802 - 816
  • [29] Test-Retest Reliability of Functional Connectivity in Adolescents With Depression
    Camp, Chris C.
    Noble, Stephanie
    Scheinost, Dustin
    Stringaris, Argyris
    Nielson, Dylan M.
    [J]. BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2024, 9 (01) : 21 - 29
  • [30] Reliability modelling of resting-state functional connectivity
    Teeuw, Jalmar
    Pol, Hilleke E. Hulshoff
    Boomsma, Dorret I.
    Brouwer, Rachel M.
    [J]. NEUROIMAGE, 2021, 231