{"id":"https://openalex.org/W4281640090","doi":"https://doi.org/10.1016/j.neuroimage.2022.119299","title":"A Riemannian approach to predicting brain function from the structural connectome","display_name":"A Riemannian approach to predicting brain function from the structural connectome","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4281640090","doi":"https://doi.org/10.1016/j.neuroimage.2022.119299","pmid":"https://pubmed.ncbi.nlm.nih.gov/35636736"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2022.119299","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2022.119299","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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.2022.119299","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022397286","display_name":"Oualid Benkarim","orcid":"https://orcid.org/0000-0003-3922-7643"},"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":true,"raw_author_name":"Oualid Benkarim","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada. Electronic address: oualid.benkarim@mcgill.ca","McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3922-7643","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada. Electronic address: oualid.benkarim@mcgill.ca","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026900966","display_name":"Casey Paquola","orcid":"https://orcid.org/0000-0002-0190-4103"},"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/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/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Casey Paquola","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada; Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, J\u00fclich, Germany","Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, J\u00fclich, Germany","McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0190-4103","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada; Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025571555","display_name":"Bo\u2010yong Park","orcid":"https://orcid.org/0000-0001-7096-337X"},"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/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]},{"id":"https://openalex.org/I4210104335","display_name":"Institute for Basic Science","ror":"https://ror.org/00y0zf565","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210104335"]},{"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","KR"],"is_corresponding":false,"raw_author_name":"Bo-yong Park","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada; Department of Data Science, Inha University, South Korea; Center for Neuroscience Imaging Research, Institute for Basic Science, South Korea","McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","Center for Neuroscience Imaging Research, Institute for Basic Science, South Korea","Department of Data Science, Inha University, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7096-337X","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada; Department of Data Science, Inha University, South Korea; Center for Neuroscience Imaging Research, Institute for Basic Science, South Korea","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]},{"raw_affiliation_string":"Center for Neuroscience Imaging Research, Institute for Basic Science, South Korea","institution_ids":["https://openalex.org/I4210104335"]},{"raw_affiliation_string":"Department of Data Science, Inha University, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038149649","display_name":"Jessica Royer","orcid":"https://orcid.org/0000-0002-4448-8998"},"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":"Jessica Royer","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029059874","display_name":"Ra\u00fal Rodr\u00edguez\u2010Cruces","orcid":"https://orcid.org/0000-0002-2917-1212"},"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":"Ra\u00fal Rodr\u00edguez-Cruces","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2917-1212","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469967","display_name":"Reinder Vos de Wael","orcid":"https://orcid.org/0000-0003-0574-6576"},"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":"Reinder Vos de Wael","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0574-6576","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054222172","display_name":"Bratislav Mi\u0161i\u0107","orcid":"https://orcid.org/0000-0003-0307-2862"},"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":"Bratislav Misic","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087067526","display_name":"Gemma Piella","orcid":"https://orcid.org/0000-0001-5236-5819"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gemma Piella","raw_affiliation_strings":["BCN MedTech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BCN MedTech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","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":true,"raw_author_name":"Boris C. Bernhardt","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada. Electronic address: boris.bernhardt@mcgill.ca","McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9256-6041","affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada. Electronic address: boris.bernhardt@mcgill.ca","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5005096130","https://openalex.org/A5022397286"],"corresponding_institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":3.6704,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94024834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"257","issue":null,"first_page":"119299","last_page":"119299"},"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":0.9993000030517578,"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":0.9962999820709229,"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/connectome","display_name":"Connectome","score":0.9370720386505127},{"id":"https://openalex.org/keywords/connectomics","display_name":"Connectomics","score":0.910372793674469},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.7900925278663635},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.5980570316314697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559583842754364},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.5511611104011536},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5084923505783081},{"id":"https://openalex.org/keywords/brain-function","display_name":"Brain function","score":0.5025227069854736},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5000667572021484},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.4963870644569397},{"id":"https://openalex.org/keywords/default-mode-network","display_name":"Default mode network","score":0.4737335443496704},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.42005282640457153},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3527148365974426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33476507663726807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2344461977481842},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2157464623451233},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1255040168762207},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.07522734999656677}],"concepts":[{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.9370720386505127},{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.910372793674469},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.7900925278663635},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.5980570316314697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559583842754364},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.5511611104011536},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5084923505783081},{"id":"https://openalex.org/C3018390542","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain function","level":2,"score":0.5025227069854736},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5000667572021484},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.4963870644569397},{"id":"https://openalex.org/C141516989","wikidata":"https://www.wikidata.org/wiki/Q1182555","display_name":"Default mode network","level":3,"score":0.4737335443496704},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.42005282640457153},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3527148365974426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33476507663726807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2344461977481842},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2157464623451233},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1255040168762207},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.07522734999656677},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.neuroimage.2022.119299","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2022.119299","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:35636736","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35636736","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:repositori-api.upf.edu:10230/56047","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/56047","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:ef94616e043a45a6bf3bb9586064f311","is_oa":false,"landing_page_url":"https://doaj.org/article/ef94616e043a45a6bf3bb9586064f311","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, Vol 257, Iss , Pp 119299- (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2022.119299","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2022.119299","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3520600391","display_name":null,"funder_award_id":"IBS-R015-D1","funder_id":"https://openalex.org/F4320326441","funder_display_name":"Institute for Basic Science"},{"id":"https://openalex.org/G3888729135","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320321370","funder_display_name":"Inha University"},{"id":"https://openalex.org/G656321422","display_name":null,"funder_award_id":"NRF-2021R1F1A1052303","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6867656530","display_name":null,"funder_award_id":"2020-0-01389","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G6899095620","display_name":null,"funder_award_id":"PJT-174995","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G7534119251","display_name":null,"funder_award_id":"FDN-154298","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"}],"funders":[{"id":"https://openalex.org/F4320319909","display_name":"Savoy Foundation","ror":"https://ror.org/016kmmx43"},{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320325698","display_name":"Helmholtz Association","ror":null},{"id":"https://openalex.org/F4320326441","display_name":"Institute for Basic Science","ror":"https://ror.org/00y0zf565"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334618","display_name":"Fonds de Recherche du Qu\u00e9bec - Sant\u00e9","ror":"https://ror.org/02eqrsj93"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"},{"id":"https://openalex.org/F4320338012","display_name":"Centre Azrieli de recherche sur l'autisme, Institut et H\u00f4pital Neurologiques de Montr\u00e9al","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W795339718","https://openalex.org/W1133283280","https://openalex.org/W1965894642","https://openalex.org/W1971553366","https://openalex.org/W1972412818","https://openalex.org/W1974764791","https://openalex.org/W1982609124","https://openalex.org/W1983208069","https://openalex.org/W1983485726","https://openalex.org/W1990574575","https://openalex.org/W1999653836","https://openalex.org/W2002807356","https://openalex.org/W2006554089","https://openalex.org/W2020044743","https://openalex.org/W2024729467","https://openalex.org/W2024892001","https://openalex.org/W2035093859","https://openalex.org/W2057895125","https://openalex.org/W2073588997","https://openalex.org/W2078152479","https://openalex.org/W2081015195","https://openalex.org/W2094435366","https://openalex.org/W2097982135","https://openalex.org/W2101135654","https://openalex.org/W2110437310","https://openalex.org/W2113319997","https://openalex.org/W2117140276","https://openalex.org/W2117208984","https://openalex.org/W2117340355","https://openalex.org/W2127186958","https://openalex.org/W2131181615","https://openalex.org/W2135046866","https://openalex.org/W2146406922","https://openalex.org/W2146693559","https://openalex.org/W2149092213","https://openalex.org/W2151721316","https://openalex.org/W2155847838","https://openalex.org/W2157446241","https://openalex.org/W2162261751","https://openalex.org/W2163886718","https://openalex.org/W2257375677","https://openalex.org/W2267939148","https://openalex.org/W2328273047","https://openalex.org/W2341654072","https://openalex.org/W2482837509","https://openalex.org/W2499800833","https://openalex.org/W2513415186","https://openalex.org/W2536956629","https://openalex.org/W2536956699","https://openalex.org/W2566971417","https://openalex.org/W2590144118","https://openalex.org/W2661943299","https://openalex.org/W2766639217","https://openalex.org/W2774217687","https://openalex.org/W2774446342","https://openalex.org/W2793520800","https://openalex.org/W2795327628","https://openalex.org/W2806674386","https://openalex.org/W2807137837","https://openalex.org/W2807592573","https://openalex.org/W2896587207","https://openalex.org/W2898439215","https://openalex.org/W2909745138","https://openalex.org/W2945408075","https://openalex.org/W2951617899","https://openalex.org/W2970898057","https://openalex.org/W2973995848","https://openalex.org/W2977883299","https://openalex.org/W2978356506","https://openalex.org/W2989866117","https://openalex.org/W2997740206","https://openalex.org/W2998426506","https://openalex.org/W3007736625","https://openalex.org/W3010641024","https://openalex.org/W3014571813","https://openalex.org/W3017557395","https://openalex.org/W3048234683","https://openalex.org/W3092040519","https://openalex.org/W3103521248","https://openalex.org/W3106834533","https://openalex.org/W3156280969","https://openalex.org/W3180887856","https://openalex.org/W3195093253","https://openalex.org/W3197154323","https://openalex.org/W4205293427","https://openalex.org/W4213367101","https://openalex.org/W4241074797","https://openalex.org/W4241190703","https://openalex.org/W4295750005","https://openalex.org/W4296031138","https://openalex.org/W6682205254","https://openalex.org/W6722236705","https://openalex.org/W6758093497","https://openalex.org/W6783780691","https://openalex.org/W6799311795","https://openalex.org/W6822643904"],"related_works":["https://openalex.org/W3210800206","https://openalex.org/W1744057168","https://openalex.org/W2091472861","https://openalex.org/W2945607120","https://openalex.org/W2086448982","https://openalex.org/W112425480","https://openalex.org/W2124698428","https://openalex.org/W2550381304","https://openalex.org/W2114571052","https://openalex.org/W2611561168"],"abstract_inverted_index":{"Ongoing":[0],"brain":[1,30],"function":[2],"is":[3],"largely":[4],"determined":[5],"by":[6],"the":[7,11,14,34,63,69,115,124,134],"underlying":[8],"wiring":[9],"of":[10,65,80,93,127,133,144],"brain,":[12],"but":[13],"specific":[15],"rules":[16],"governing":[17],"this":[18,59],"relationship":[19],"remain":[20],"unknown.":[21],"Emerging":[22],"literature":[23],"has":[24],"suggested":[25],"that":[26,110,123],"functional":[27,74],"interactions":[28,75],"between":[29],"regions":[31],"emerge":[32],"from":[33],"structural":[35,70],"connections":[36],"through":[37],"mono-":[38],"as":[39,41,76],"well":[40],"polysynaptic":[42,145],"mechanisms.":[43],"Here,":[44],"we":[45,121],"propose":[46],"a":[47,77],"novel":[48],"approach":[49,86,104],"based":[50],"on":[51,68],"diffusion":[52],"maps":[53],"and":[54,72,108,137,155],"Riemannian":[55],"optimization":[56],"to":[57,153],"emulate":[58],"dynamic":[60],"mechanism":[61],"in":[62,89,131,148],"form":[64],"random":[66,82,117],"walks":[67,128],"connectome":[71],"predict":[73],"weighted":[78],"combination":[79],"these":[81],"walks.":[83],"Our":[84,103],"proposed":[85],"was":[87,129],"evaluated":[88],"two":[90],"different":[91],"cohorts":[92],"healthy":[94],"adults":[95],"(Human":[96],"Connectome":[97],"Project,":[98],"HCP;":[99],"Microstructure-Informed":[100],"Connectomics,":[101],"MICs).":[102],"outperformed":[105],"existing":[106],"approaches":[107],"showed":[109],"performance":[111],"plateaus":[112],"approximately":[113],"around":[114],"third":[116],"walk.":[118],"At":[119],"macroscale,":[120],"found":[122],"largest":[125],"number":[126],"required":[130],"nodes":[132],"default":[135],"mode":[136],"frontoparietal":[138],"networks,":[139],"underscoring":[140],"an":[141],"increasing":[142],"relevance":[143],"communication":[146],"mechanisms":[147],"transmodal":[149],"cortical":[150],"networks":[151],"compared":[152],"primary":[154],"unimodal":[156],"systems.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
