Research map: Learning robust and task-invariant functional representation from fMRI through Siamese self-supervised learning

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Papers in this map

  1. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest · Rahul S. Desikan · 2006 · 14426 citations · Cited by this paper
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  17. Neural signatures of autism · Martha D. Kaiser · 2010 · 361 citations · Cited by this paper
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  19. ADHD subtypes: do they differ in their executive functioning profile? · Hilde M. Geurts · 2004 · 244 citations · Cited by this paper
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  21. Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships · Rongtao Jiang · 2019 · 167 citations · Cited by this paper
  22. Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity · Weiqi Zhao · 2023 · 150 citations · Cited by this paper
  23. Memory and the medial temporal lobe: Hemispheric specialization reconsidered · Stephan Kennepohl · 2007 · 108 citations · Cited by this paper
  24. Brain responses to biological motion predict treatment outcome in young children with autism · Daniel Y.‐J. Yang · 2016 · 90 citations · Cited by this paper
  25. Characterization of Autism Spectrum Disorder (ASD) subtypes based on the relationship between motor skills and social communication abilities · Francesco Craig · 2021 · 49 citations · Cited by this paper
  26. Harmonizing functional connectivity reduces scanner effects in community detection · Andrew An Chen · 2022 · 43 citations · Cited by this paper
  27. Unsupervised contrastive graph learning for resting‐state functional MRI analysis and brain disorder detection · Xiaochuan Wang · 2023 · 41 citations · Cited by this paper
  28. Sex differences in sensory gating of the thalamus during auditory interference of visual attention tasks · Dardo G. Tomasi · 2008 · 28 citations · Cited by this paper
  29. Comorbidity-based framework for Alzheimer’s disease classification using graph neural networks · Ferial Abuhantash · 2024 · 28 citations · Cited by this paper
  30. Brain Age Prediction Based on Resting-State Functional MRI Using Similarity Metric Convolutional Neural Network · Weiping Ding · 2023 · 15 citations · Cited by this paper
  31. An explainable spatio-temporal graph convolutional network for the biomarkers identification of ADHD · Longyun Chen · 2024 · 12 citations · Cited by this paper
  32. The Relationship Between Brain Activation for Taking Others’ Perspective and Interoceptive Abilities in Autism Spectrum Disorder: An fMRI Study · Huiyeong Jeon · 2024 · 4 citations · Cited by this paper

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