Machine learning classifiers and fMRI: A tutorial overview

• Searchlight Optimization Using Representational Similarity Analysis for Subject-Level Voxel Selection in Emotional State Decoding

  2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  0

  citations
• Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium

  2023 NeuroImage article Psychology Posttraumatic Stress Disorder Research Open access

  22

  citations
• Multimodal Imaging-Based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Psychology Posttraumatic Stress Disorder Research Open access

  0

  citations
• Deep learning identifies partially overlapping subnetworks in the human social brain

  2021 Communications Biology article Neuroscience Functional Brain Connectivity Studies Open access

  15

  citations
• Hidden population modes in social brain morphology: Its parts are more than its sum

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  2

  citations
• Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists

  2020 NeuroImage article Mathematics Statistical Methods and Applications Open access

  273

  citations

6 results