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@ARTICLE{Li:1019324,
      author       = {Li, Xuan and Eickhoff, Simon B. and Weis, Susanne},
      title        = {{S}timulus selection influences prediction of individual
                      phenotypes in naturalistic conditions},
      reportid     = {FZJ-2023-05298},
      year         = {2023},
      abstract     = {Understanding individual differences and brain-behaviour
                      relationships is an essential goal of human neuroscience.
                      Recent studies have shown the great potential of
                      naturalistic stimuli, e.g., movie clips, in advancing this
                      pursuit. While the use of naturalistic stimuli attracts
                      increasing interest, the influence of stimulus selection
                      remains largely unclear. In this study, we show that brain
                      activity is generally sensitive to the choice of movie
                      stimuli at both group and individual subject levels. Using
                      sex classification as an example, we demonstrate that brain
                      activity elicited by different stimuli can lead to distinct
                      prediction performance and unique predictive features. The
                      stimuli that yield better classification performance often
                      elicit stronger synchrony of brain activity across all
                      subjects and are mostly derived from Hollywood films with
                      rich social content and cohesive narratives. Our results
                      highlight the importance of stimulus selection and provide
                      practical guidance for choosing appropriate stimuli, opening
                      up new avenues for future studies on individual differences
                      and brain-behaviour relationships.},
      cin          = {INM-7},
      cid          = {I:(DE-Juel1)INM-7-20090406},
      pnm          = {5253 - Neuroimaging (POF4-525)},
      pid          = {G:(DE-HGF)POF4-5253},
      typ          = {PUB:(DE-HGF)25},
      doi          = {10.1101/2023.12.07.570273},
      url          = {https://juser.fz-juelich.de/record/1019324},
}