{"id":"https://openalex.org/W4327921300","doi":"https://doi.org/10.1016/j.neuroimage.2023.120044","title":"Comparison between gradients and parcellations for functional connectivity prediction of behavior","display_name":"Comparison between gradients and parcellations for functional connectivity prediction of behavior","publication_year":2023,"publication_date":"2023-03-20","ids":{"openalex":"https://openalex.org/W4327921300","doi":"https://doi.org/10.1016/j.neuroimage.2023.120044","pmid":"https://pubmed.ncbi.nlm.nih.gov/36940760"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2023.120044","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120044","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.neuroimage.2023.120044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066762489","display_name":"Ru Kong","orcid":"https://orcid.org/0000-0001-7842-0329"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ru Kong","raw_affiliation_strings":["Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102299892","display_name":"Yan Rui Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yan Rui Tan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073011817","display_name":"Naren Wulan","orcid":"https://orcid.org/0009-0005-3974-7528"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Naren Wulan","raw_affiliation_strings":["Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039888287","display_name":"Leon Qi Rong Ooi","orcid":"https://orcid.org/0000-0002-3546-4580"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Leon Qi Rong Ooi","raw_affiliation_strings":["Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","Department of Electrical and Computer Engineering, National University of Singapore, Singapore","N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036204235","display_name":"Seyedeh-Rezvan Farahibozorg","orcid":"https://orcid.org/0000-0002-4211-4108"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Seyedeh-Rezvan Farahibozorg","raw_affiliation_strings":["Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4211-4108","affiliations":[{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039545840","display_name":"Samuel J. Harrison","orcid":"https://orcid.org/0000-0002-5886-2389"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samuel Harrison","raw_affiliation_strings":["Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5886-2389","affiliations":[{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049357173","display_name":"Janine Bijsterbosch","orcid":"https://orcid.org/0000-0002-1385-9178"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janine D. Bijsterbosch","raw_affiliation_strings":["Department of Radiology, Washington University School of Medicine, St Louis, MO, United States"],"raw_orcid":"https://orcid.org/0000-0002-1385-9178","affiliations":[{"raw_affiliation_string":"Department of Radiology, Washington University School of Medicine, St Louis, MO, United States","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005096130","display_name":"Boris C. Bernhardt","orcid":"https://orcid.org/0000-0001-9256-6041"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Boris C. Bernhardt","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007313280","display_name":"Simon B. Eickhoff","orcid":"https://orcid.org/0000-0001-6363-2759"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Eickhoff","raw_affiliation_strings":["Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center J\u00fclich, J\u00fclich, Germany","Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center J\u00fclich, J\u00fclich, Germany","Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6363-2759","affiliations":[{"raw_affiliation_string":"Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I44260953"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016198416","display_name":"B.T. Thomas Yeo","orcid":"https://orcid.org/0000-0002-0119-3276"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["SG","US"],"is_corresponding":true,"raw_author_name":"B.T. Thomas Yeo","raw_affiliation_strings":["Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States. Electronic address: thomas.yeo@nus.edu.sg","Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States","Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0119-3276","affiliations":[{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States. Electronic address: thomas.yeo@nus.edu.sg","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"N.1 Institute for Health and Institute for Digital Medicine (WisDM), National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5016198416"],"corresponding_institution_ids":["https://openalex.org/I165932596","https://openalex.org/I4210087915","https://openalex.org/I4210127055"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":8.0078,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.98279363,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"273","issue":null,"first_page":"120044","last_page":"120044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.6355096697807312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3960946202278137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34715574979782104},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.189077228307724},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1738855242729187}],"concepts":[{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.6355096697807312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3960946202278137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34715574979782104},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.189077228307724},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1738855242729187}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1016/j.neuroimage.2023.120044","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120044","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:36940760","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36940760","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10192836","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10192836","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10192836/pdf/nihms-1896481.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroimage","raw_type":"Text"},{"id":"pmh:oai:digitalcommons.wustl.edu:oa_4-3415","is_oa":true,"landing_page_url":"https://digitalcommons.wustl.edu/oa_4/2413","pdf_url":null,"source":{"id":"https://openalex.org/S4306400764","display_name":"Digital Commons@Becker (Washington University School of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204465549","host_organization_name":"Washington University in St. Louis","host_organization_lineage":["https://openalex.org/I204465549"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020-Current year OA Pubs","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:03a557c28693466495c48fbfd34b180a","is_oa":true,"landing_page_url":"https://doaj.org/article/03a557c28693466495c48fbfd34b180a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, Vol 273, Iss , Pp 120044- (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2023.120044","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120044","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1126217917","display_name":null,"funder_award_id":"203139/Z/16/Z","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G1380632597","display_name":null,"funder_award_id":"U01DA050987","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1453274132","display_name":null,"funder_award_id":"U24DA041147","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1597655748","display_name":null,"funder_award_id":"203139/Z/16/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G1658616865","display_name":null,"funder_award_id":"1U54MH091657","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1806936822","display_name":null,"funder_award_id":"U01DA041120","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2066490274","display_name":null,"funder_award_id":"203139/Z/16/Z","funder_id":"https://openalex.org/F4320337385","funder_display_name":"NIH Blueprint for Neuroscience Research"},{"id":"https://openalex.org/G2311639730","display_name":null,"funder_award_id":"U24DA041123","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2338281217","display_name":null,"funder_award_id":"U01DA050989","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2588387329","display_name":null,"funder_award_id":"STaR20nov-0003","funder_id":"https://openalex.org/F4320334737","funder_display_name":"National Medical Research Council"},{"id":"https://openalex.org/G2710842683","display_name":null,"funder_award_id":"OFLCG19May-0035","funder_id":"https://openalex.org/F4320334737","funder_display_name":"National Medical Research Council"},{"id":"https://openalex.org/G2772515217","display_name":null,"funder_award_id":"1U54MH091657","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G2784032578","display_name":null,"funder_award_id":"U01DA050988","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2995001478","display_name":null,"funder_award_id":"U01DA051039","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3690857051","display_name":null,"funder_award_id":"U01DA041089","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4428288514","display_name":null,"funder_award_id":"U01DA041022","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4643891584","display_name":null,"funder_award_id":"U01DA041156","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4752599457","display_name":null,"funder_award_id":"U01DA041174","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5358798899","display_name":null,"funder_award_id":"U01DA051037","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5953100395","display_name":null,"funder_award_id":"R01MH120080","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G634314130","display_name":null,"funder_award_id":"U01DA051018","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6405029640","display_name":null,"funder_award_id":"U01DA041048","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6532749405","display_name":null,"funder_award_id":"1U54MH091657","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6945432325","display_name":null,"funder_award_id":"U01DA041093","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7005587430","display_name":null,"funder_award_id":"U01DA041117","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G717911792","display_name":null,"funder_award_id":"U01DA051016","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7297353144","display_name":null,"funder_award_id":"U01DA041148","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G73412920","display_name":null,"funder_award_id":"U01DA041106","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7540796215","display_name":"Wellcome Centre for Integrative Neuroimaging","funder_award_id":"203139","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G7732922048","display_name":null,"funder_award_id":"U01DA041025","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7754045107","display_name":null,"funder_award_id":"CG21APR1009","funder_id":"https://openalex.org/F4320334737","funder_display_name":"National Medical Research Council"},{"id":"https://openalex.org/G7816880612","display_name":null,"funder_award_id":"U01DA041134","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8288279591","display_name":null,"funder_award_id":"1U54MH091657","funder_id":"https://openalex.org/F4320337385","funder_display_name":"NIH Blueprint for Neuroscience Research"},{"id":"https://openalex.org/G8299918676","display_name":null,"funder_award_id":"1U54MH091657","funder_id":"https://openalex.org/F4320332884","funder_display_name":"McDonnell Center for Systems Neuroscience"},{"id":"https://openalex.org/G8302419370","display_name":null,"funder_award_id":"U01DA051038","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8418211029","display_name":null,"funder_award_id":"203139/Z/16/Z","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8783960664","display_name":null,"funder_award_id":"CG21APR1009","funder_id":"https://openalex.org/F4320320697","funder_display_name":"Ministry of Health -Singapore"},{"id":"https://openalex.org/G971564058","display_name":null,"funder_award_id":"203139/Z/16/Z","funder_id":"https://openalex.org/F4320332884","funder_display_name":"McDonnell Center for Systems Neuroscience"},{"id":"https://openalex.org/G983282301","display_name":null,"funder_award_id":"U01DA041028","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320697","display_name":"Ministry of Health -Singapore","ror":"https://ror.org/00mrhvv69"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332884","display_name":"McDonnell Center for Systems Neuroscience","ror":"https://ror.org/01yc7t268"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334737","display_name":"National Medical Research Council","ror":"https://ror.org/04x3cxs03"},{"id":"https://openalex.org/F4320337144","display_name":"National Supercomputing Center, Korea Institute of Science and Technology Information","ror":null},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337385","display_name":"NIH Blueprint for Neuroscience Research","ror":"https://ror.org/012wp4251"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1687468892","https://openalex.org/W1828334443","https://openalex.org/W1970695058","https://openalex.org/W1983208069","https://openalex.org/W1985327120","https://openalex.org/W2009494091","https://openalex.org/W2012702426","https://openalex.org/W2020519533","https://openalex.org/W2033105539","https://openalex.org/W2067456724","https://openalex.org/W2073391538","https://openalex.org/W2073588997","https://openalex.org/W2079450984","https://openalex.org/W2085561705","https://openalex.org/W2089572795","https://openalex.org/W2096672020","https://openalex.org/W2097364536","https://openalex.org/W2107360535","https://openalex.org/W2107499714","https://openalex.org/W2110065044","https://openalex.org/W2111902267","https://openalex.org/W2118366819","https://openalex.org/W2133903921","https://openalex.org/W2137240152","https://openalex.org/W2137526583","https://openalex.org/W2138905229","https://openalex.org/W2157446241","https://openalex.org/W2162261751","https://openalex.org/W2164039407","https://openalex.org/W2165985389","https://openalex.org/W2282150471","https://openalex.org/W2472295098","https://openalex.org/W2499800833","https://openalex.org/W2509256556","https://openalex.org/W2536956629","https://openalex.org/W2587272693","https://openalex.org/W2593796352","https://openalex.org/W2765216222","https://openalex.org/W2766258373","https://openalex.org/W2773293192","https://openalex.org/W2789530810","https://openalex.org/W2791781046","https://openalex.org/W2807683509","https://openalex.org/W2814372830","https://openalex.org/W2890996272","https://openalex.org/W2909745138","https://openalex.org/W2922976564","https://openalex.org/W2945408075","https://openalex.org/W2946620576","https://openalex.org/W2951617899","https://openalex.org/W2952991498","https://openalex.org/W2953136735","https://openalex.org/W2966883685","https://openalex.org/W2979650665","https://openalex.org/W3005362496","https://openalex.org/W3006025189","https://openalex.org/W3006922697","https://openalex.org/W3010641024","https://openalex.org/W3028493752","https://openalex.org/W3041046627","https://openalex.org/W3083634137","https://openalex.org/W3091722552","https://openalex.org/W3094325446","https://openalex.org/W3097771420","https://openalex.org/W3159779018","https://openalex.org/W3193729914","https://openalex.org/W3208501323","https://openalex.org/W4211239355","https://openalex.org/W4220896105","https://openalex.org/W4224947618","https://openalex.org/W4295750005","https://openalex.org/W4296198225","https://openalex.org/W4302088463","https://openalex.org/W6636579115","https://openalex.org/W6749219194","https://openalex.org/W6764990469","https://openalex.org/W6810055498"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Resting-state":[0],"functional":[1],"connectivity":[2],"(RSFC)":[3],"is":[4],"widely":[5],"used":[6],"to":[7,184,187],"predict":[8,12],"behavioral":[9,13,42],"measures.":[10],"To":[11],"measures,":[14],"representing":[15],"RSFC":[16,114],"with":[17,86],"parcellations":[18,65,72,144],"and":[19,31,50,77,106,141,154,226],"gradients":[20,101,153,168,186,210],"are":[21],"the":[22,45,58,98,107,127,130,134,149,161,170,176,221],"two":[23,121],"most":[24,195],"popular":[25],"approaches.":[26,193],"Here,":[27],"we":[28,61,96,173],"compare":[29],"parcellation":[30,59,81,156,192,225],"gradient":[32,94,109,178,197,227],"approaches":[33,157,228],"for":[34,229],"RSFC-based":[35],"prediction":[36],"of":[37,41,223],"a":[38,200],"broad":[39],"range":[40],"measures":[43],"in":[44,129,160],"Human":[46],"Connectome":[47],"Project":[48],"(HCP)":[49],"Adolescent":[51],"Brain":[52],"Cognitive":[53],"Development":[54],"(ABCD)":[55],"datasets.":[56],"Among":[57],"approaches,":[60,95],"consider":[62,97,220],"group-average":[63,142],"\"hard\"":[64,71,143],"(Schaefer":[66],"et":[67,74,90,103,117],"al.,":[68,75,91,104,118],"2018),":[69],"individual-specific":[70,79,124],"(Kong":[73],"2021a),":[76],"an":[78],"\"soft\"":[80],"(spatial":[82],"independent":[83,138],"component":[84,139],"analysis":[85,140],"dual":[87],"regression;":[88],"Beckmann":[89],"2009).":[92],"For":[93],"well-known":[99],"principal":[100,135,152,177,196],"(Margulies":[102],"2016)":[105],"local":[108,113,167],"approach":[110,179],"that":[111,175,206],"detects":[112],"changes":[115],"(Laumann":[116],"2015).":[119],"Across":[120,164],"regression":[122],"algorithms,":[123],"hard-parcellation":[125],"performs":[126],"best":[128],"HCP":[131],"dataset,":[132],"while":[133],"gradients,":[136],"spatial":[137],"exhibit":[145],"similar":[146],"performance.":[147],"On":[148],"other":[150],"hand,":[151],"all":[155],"perform":[158,169,188],"similarly":[159],"ABCD":[162],"dataset.":[163],"both":[165],"datasets,":[166],"worst.":[171],"Finally,":[172],"find":[174],"requires":[180],"at":[181],"least":[182],"40":[183],"60":[185],"as":[189,191],"well":[190],"While":[194],"studies":[198],"utilize":[199],"single":[201],"gradient,":[202],"our":[203],"results":[204],"suggest":[205],"incorporating":[207],"higher":[208],"order":[209],"can":[211],"provide":[212],"significant":[213],"behaviorally":[214],"relevant":[215],"information.":[216],"Future":[217],"work":[218],"will":[219],"inclusion":[222],"additional":[224],"comparison.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}