{"id":"https://openalex.org/W4388340398","doi":"https://doi.org/10.1007/s12021-023-09645-3","title":"Topological Data Analysis Captures Task-Driven fMRI Profiles in Individual Participants: A Classification Pipeline Based on Persistence","display_name":"Topological Data Analysis Captures Task-Driven fMRI Profiles in Individual Participants: A Classification Pipeline Based on Persistence","publication_year":2023,"publication_date":"2023-11-04","ids":{"openalex":"https://openalex.org/W4388340398","doi":"https://doi.org/10.1007/s12021-023-09645-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/37924429"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-023-09645-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12021-023-09645-3","pdf_url":null,"source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11268454/pdf/nihms-2008374.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051491216","display_name":"Michael J. Catanzaro","orcid":"https://orcid.org/0000-0002-1910-7786"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael J. Catanzaro","raw_affiliation_strings":["Geometric Data Analytics, 343 West Main Street, Durham, NC, 27701, USA. michael.catanzaro@geomdata.com","Iowa State University, Ames, IA, USA. michael.catanzaro@geomdata.com","Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Geometric Data Analytics, 343 West Main Street, Durham, NC, 27701, USA. michael.catanzaro@geomdata.com","institution_ids":[]},{"raw_affiliation_string":"Iowa State University, Ames, IA, USA. michael.catanzaro@geomdata.com","institution_ids":[]},{"raw_affiliation_string":"Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104193243","display_name":"Sam Rizzo","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sam Rizzo","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054006122","display_name":"John J. Kopchick","orcid":"https://orcid.org/0000-0003-4561-2177"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Kopchick","raw_affiliation_strings":["Wayne State University School of Medicine, Detroit, MI, USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University School of Medicine, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076236138","display_name":"Asadur Chowdury","orcid":"https://orcid.org/0000-0002-5653-9721"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asadur Chowdury","raw_affiliation_strings":["Wayne State University School of Medicine, Detroit, MI, USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University School of Medicine, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111543636","display_name":"David R. Rosenberg","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David R. Rosenberg","raw_affiliation_strings":["Wayne State University School of Medicine, Detroit, MI, USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University School of Medicine, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074513715","display_name":"Peter Bubenik","orcid":"https://orcid.org/0000-0001-5262-2133"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Bubenik","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002988113","display_name":"Vaibhav A. Diwadkar","orcid":"https://orcid.org/0000-0001-6458-6969"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vaibhav A. Diwadkar","raw_affiliation_strings":["Wayne State University School of Medicine, Detroit, MI, USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University School of Medicine, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051491216"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":0.973,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79946231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"45","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9750000238418579,"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/T11266","display_name":"Neuroinflammation and Neurodegeneration Mechanisms","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/computer-science","display_name":"Computer science","score":0.5704327821731567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.54014652967453},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5072821974754333},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48750683665275574},{"id":"https://openalex.org/keywords/anterior-cingulate-cortex","display_name":"Anterior cingulate cortex","score":0.4610753059387207},{"id":"https://openalex.org/keywords/persistent-homology","display_name":"Persistent homology","score":0.4489285349845886},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4458308815956116},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42293912172317505},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4197896420955658},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.4190506935119629},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3455561101436615},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1985708773136139},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.17511174082756042},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16373184323310852},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1124284565448761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5704327821731567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.54014652967453},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5072821974754333},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48750683665275574},{"id":"https://openalex.org/C2778402161","wikidata":"https://www.wikidata.org/wiki/Q2121931","display_name":"Anterior cingulate cortex","level":3,"score":0.4610753059387207},{"id":"https://openalex.org/C2874115","wikidata":"https://www.wikidata.org/wiki/Q17099562","display_name":"Persistent homology","level":2,"score":0.4489285349845886},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4458308815956116},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42293912172317505},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4197896420955658},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.4190506935119629},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3455561101436615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1985708773136139},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.17511174082756042},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16373184323310852},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1124284565448761},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","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":"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":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","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":"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":"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":"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}],"locations_count":3,"locations":[{"id":"doi:10.1007/s12021-023-09645-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12021-023-09645-3","pdf_url":null,"source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:37924429","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37924429","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":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11268454","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11268454","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11268454/pdf/nihms-2008374.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11268454","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11268454","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11268454/pdf/nihms-2008374.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3009602640","display_name":null,"funder_award_id":"59299","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G4991729075","display_name":null,"funder_award_id":"W911NF-18-1-0307","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5189557837","display_name":null,"funder_award_id":"W911NF-18-1-0307","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5259331294","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5698481459","display_name":null,"funder_award_id":"1764406","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7444898818","display_name":null,"funder_award_id":"594594","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8527392174","display_name":null,"funder_award_id":"DMS-1764406","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G919475804","display_name":null,"funder_award_id":"MH059299","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320318960","display_name":"Southeast Center for Mathematics and Biology","ror":null},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388340398.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W622146630","https://openalex.org/W1530571642","https://openalex.org/W1562512456","https://openalex.org/W1621573076","https://openalex.org/W1659864209","https://openalex.org/W1976129371","https://openalex.org/W1977784167","https://openalex.org/W1991566301","https://openalex.org/W2020519533","https://openalex.org/W2021655476","https://openalex.org/W2037613900","https://openalex.org/W2045514920","https://openalex.org/W2045916872","https://openalex.org/W2058046532","https://openalex.org/W2066795621","https://openalex.org/W2068403333","https://openalex.org/W2071391326","https://openalex.org/W2072522618","https://openalex.org/W2074390272","https://openalex.org/W2085418901","https://openalex.org/W2087347434","https://openalex.org/W2093538953","https://openalex.org/W2103386389","https://openalex.org/W2111423163","https://openalex.org/W2125299581","https://openalex.org/W2128333388","https://openalex.org/W2134305330","https://openalex.org/W2142106331","https://openalex.org/W2149185044","https://openalex.org/W2166279933","https://openalex.org/W2397752537","https://openalex.org/W2487770199","https://openalex.org/W2497728911","https://openalex.org/W2562320780","https://openalex.org/W2582772239","https://openalex.org/W2594504931","https://openalex.org/W2602582143","https://openalex.org/W2725792925","https://openalex.org/W2738538507","https://openalex.org/W2763959081","https://openalex.org/W2786717636","https://openalex.org/W2797507693","https://openalex.org/W2801702691","https://openalex.org/W2883206379","https://openalex.org/W2891725784","https://openalex.org/W2892037701","https://openalex.org/W2896032624","https://openalex.org/W2897767083","https://openalex.org/W2950121576","https://openalex.org/W2950353358","https://openalex.org/W2963336247","https://openalex.org/W2987661111","https://openalex.org/W3006074086","https://openalex.org/W3017130018","https://openalex.org/W3091823270","https://openalex.org/W3109292669","https://openalex.org/W3110978274","https://openalex.org/W3117728646","https://openalex.org/W3118794388","https://openalex.org/W3128182637","https://openalex.org/W3130031254","https://openalex.org/W3165474212","https://openalex.org/W3172352075","https://openalex.org/W3175568722","https://openalex.org/W3179390948","https://openalex.org/W3192873986","https://openalex.org/W3202868818","https://openalex.org/W4210703144","https://openalex.org/W4211095002","https://openalex.org/W4214855850","https://openalex.org/W4220810573","https://openalex.org/W4220838968","https://openalex.org/W4225246927","https://openalex.org/W4225271072","https://openalex.org/W4233690291","https://openalex.org/W4247665917","https://openalex.org/W4283725170","https://openalex.org/W4288769727","https://openalex.org/W4291900865","https://openalex.org/W4308444194","https://openalex.org/W4367677608"],"related_works":["https://openalex.org/W2886923060","https://openalex.org/W2887690685","https://openalex.org/W2129730857","https://openalex.org/W4287394697","https://openalex.org/W3119689987","https://openalex.org/W3120766012","https://openalex.org/W4287826795","https://openalex.org/W3128725485","https://openalex.org/W3204835693","https://openalex.org/W4224300916"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
