{"id":"https://openalex.org/W2201702525","doi":"https://doi.org/10.1371/journal.pone.0123108","title":"Investigating the Use of Support Vector Machine Classification on Structural Brain Images of Preterm\u2013Born Teenagers as a Biological Marker","display_name":"Investigating the Use of Support Vector Machine Classification on Structural Brain Images of Preterm\u2013Born Teenagers as a Biological Marker","publication_year":2015,"publication_date":"2015-04-02","ids":{"openalex":"https://openalex.org/W2201702525","doi":"https://doi.org/10.1371/journal.pone.0123108","mag":"2201702525","pmid":"https://pubmed.ncbi.nlm.nih.gov/25837791","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4383582"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0123108","doi":"https://doi.org/10.1371/journal.pone.0123108","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0123108","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pone.0123108","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020158673","display_name":"Carlton Chu","orcid":"https://orcid.org/0000-0001-8282-6364","observed_orcids":["https://orcid.org/0000-0001-8282-6364"]},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I4210090411","display_name":"Google DeepMind (United Kingdom)","ror":"https://ror.org/00971b260","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090411","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I4405260083","display_name":"UCL Queen Square Institute of Neurology","ror":"https://ror.org/0370htr03","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4405260083","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carlton Chu","raw_affiliation_strings":["DeepMind Technologies Ltd., London, United Kingdom; Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","DeepMind Technologies Ltd., London, United Kingdom","Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DeepMind Technologies Ltd., London, United Kingdom; Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I4405260083","https://openalex.org/I45129253"]},{"raw_affiliation_string":"DeepMind Technologies Ltd., London, United Kingdom","institution_ids":["https://openalex.org/I4210090411"]},{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I4405260083","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053316707","display_name":"Hugo Lagercrantz","orcid":"https://orcid.org/0000-0002-5079-3008","observed_orcids":["https://orcid.org/0000-0002-5079-3008"]},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hugo Lagercrantz","raw_affiliation_strings":["Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042984766","display_name":"Hans Forssberg","orcid":"https://orcid.org/0000-0003-2069-6618","observed_orcids":["https://orcid.org/0000-0003-2069-6618"]},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hans Forssberg","raw_affiliation_strings":["Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012590308","display_name":"Zolt\u00e1n Nagy","orcid":"https://orcid.org/0000-0001-6611-6362","observed_orcids":["https://orcid.org/0000-0001-6611-6362"]},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210115727","display_name":"Laboratory for Social and Neural Systems Research","ror":"https://ror.org/021p56f43","country_code":"CH","type":"facility","lineage":["https://openalex.org/I202697423","https://openalex.org/I4210100468","https://openalex.org/I4210115727"]},{"id":"https://openalex.org/I4405260083","display_name":"UCL Queen Square Institute of Neurology","ror":"https://ror.org/0370htr03","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4405260083","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["CH","GB"],"is_corresponding":true,"raw_author_name":"Zoltan Nagy","raw_affiliation_strings":["Laboratory for Social and Neural Systems Research, University of Zurich, Zurich, Switzerland; Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","Laboratory for Social and Neural Systems Research, University of Zurich, Zurich, Switzerland","Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Social and Neural Systems Research, University of Zurich, Zurich, Switzerland; Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I202697423","https://openalex.org/I4210115727","https://openalex.org/I4405260083","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Laboratory for Social and Neural Systems Research, University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423","https://openalex.org/I4210115727"]},{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I4405260083","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012590308"],"corresponding_institution_ids":["https://openalex.org/I165524941","https://openalex.org/I202697423","https://openalex.org/I4210115727","https://openalex.org/I4405260083","https://openalex.org/I45129253"],"apc_list":{"value":2382,"currency":"USD","value_usd":2382},"apc_paid":{"value":948,"currency":"EUR","value_usd":1022},"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.14318992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"10","issue":"4","first_page":"e0123108","last_page":"e0123108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.04600000008940697,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11629","display_name":"Birth, Development, and Health","score":0.01489999983459711,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preterm-birth","display_name":"preterm birth","score":0.9980000257492065},{"id":"https://openalex.org/keywords/brain-structural-mri","display_name":"brain structural MRI","score":0.5720000267028809},{"id":"https://openalex.org/keywords/support-vector-machine-classification","display_name":"support vector machine classification","score":0.9079999923706055},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.6840000152587891},{"id":"https://openalex.org/keywords/gray-matter-segmentation","display_name":"gray matter segmentation","score":0.6119999885559082},{"id":"https://openalex.org/keywords/leave-one-out-cross-validation","display_name":"leave-one-out cross-validation","score":0.6129999756813049},{"id":"https://openalex.org/keywords/gestational-age","display_name":"gestational age","score":0.7390000224113464},{"id":"https://openalex.org/keywords/birth-weight","display_name":"birth weight","score":0.9990000128746033},{"id":"https://openalex.org/keywords/iq","display_name":"IQ","score":0.7179999947547913},{"id":"https://openalex.org/keywords/small-for-gestational-age","display_name":"small for gestational age","score":0.777999997138977},{"id":"https://openalex.org/keywords/brain-development","display_name":"brain development","score":0.4230000078678131}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7183995246887207},{"id":"https://openalex.org/C2778376644","wikidata":"https://www.wikidata.org/wiki/Q2253111","display_name":"Gestational age","level":3,"score":0.7173298597335815},{"id":"https://openalex.org/C66322754","wikidata":"https://www.wikidata.org/wiki/Q4128476","display_name":"Birth weight","level":3,"score":0.5268517732620239},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.4907782971858978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4861559569835663},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4574122130870819},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3996306359767914},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39418935775756836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2406499683856964},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.21794015169143677},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19314736127853394},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001724","descriptor_name":"Birth Weight","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005865","descriptor_name":"Gestational Age","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":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D047928","descriptor_name":"Premature Birth","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066128","descriptor_name":"Gray Matter","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pone.0123108","doi":"https://doi.org/10.1371/journal.pone.0123108","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0123108","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:3356106","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4383582","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4383582","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4383582","pdf_url":null,"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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS One","raw_type":"Text"},{"id":"pmid:25837791","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25837791","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,"listed_in":[],"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":"PloS one","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.812.719","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.812.719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/f6/4a/pone.0123108.PMC4383582.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:3f23174ec1504b3b9a2bec6cc38e5e90","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/3f23174ec1504b3b9a2bec6cc38e5e90","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,"listed_in":[],"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":"PLoS ONE, Vol 10, Iss 4, p e0123108 (2015)","raw_type":"article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1470074","doi":null,"is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1470074/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLOS ONE , 10 (4) , Article e0123108. (2015)","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0123108","doi":"https://doi.org/10.1371/journal.pone.0123108","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0123108","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9537000060081482}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G1386256871","display_name":"Imaging neuroscience at the Functional Neuroimaging Laboratory (FIL)","funder_award_id":"079866/Z/06/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W624656292","https://openalex.org/W1563088657","https://openalex.org/W1966420010","https://openalex.org/W1971829789","https://openalex.org/W1977127672","https://openalex.org/W1998944998","https://openalex.org/W2000547934","https://openalex.org/W2004758461","https://openalex.org/W2007804187","https://openalex.org/W2011188952","https://openalex.org/W2012267789","https://openalex.org/W2016693709","https://openalex.org/W2025396411","https://openalex.org/W2025540922","https://openalex.org/W2038750793","https://openalex.org/W2046021144","https://openalex.org/W2057453949","https://openalex.org/W2062756139","https://openalex.org/W2065834493","https://openalex.org/W2068515283","https://openalex.org/W2069317808","https://openalex.org/W2072021669","https://openalex.org/W2094651717","https://openalex.org/W2094895304","https://openalex.org/W2100365812","https://openalex.org/W2102099319","https://openalex.org/W2112674583","https://openalex.org/W2119848633","https://openalex.org/W2119992331","https://openalex.org/W2120689551","https://openalex.org/W2123225824","https://openalex.org/W2127112891","https://openalex.org/W2133839303","https://openalex.org/W2136994481","https://openalex.org/W2144966005","https://openalex.org/W2155298532","https://openalex.org/W2156909104","https://openalex.org/W2162945322","https://openalex.org/W2166109328","https://openalex.org/W2171831801","https://openalex.org/W2328176404","https://openalex.org/W2339084277","https://openalex.org/W4230920194"],"related_works":["https://openalex.org/W7095284775","https://openalex.org/W3023826304","https://openalex.org/W2363249082","https://openalex.org/W2951541844","https://openalex.org/W2464875888","https://openalex.org/W7221361816","https://openalex.org/W3200909273","https://openalex.org/W4391916806","https://openalex.org/W2616785862","https://openalex.org/W4386803510"],"abstract_inverted_index":{"Preterm":[0],"birth":[1,75,166],"has":[2],"been":[3,44],"shown":[4],"to":[5,27,38,178,205,239],"induce":[6],"an":[7,41,250],"altered":[8],"developmental":[9],"trajectory":[10],"of":[11,94,131,147,184,226,246],"brain":[12],"structure":[13],"and":[14,79,109,140,154,165,202,241],"function.":[15],"With":[16],"the":[17,90,103,114,132,143,148,176,182,203,230,244],"aid":[18],"support":[19],"vector":[20],"machine":[21],"(SVM)":[22],"classification":[23,110,120,228],"methods":[24],"we":[25,53],"aimed":[26],"investigate":[28],"whether":[29,40],"MRI":[30,57],"data,":[31],"collected":[32,54],"in":[33,97,220],"adolescence,":[34],"could":[35],"be":[36],"used":[37,106,136],"predict":[39,243],"individual":[42,251],"had":[43],"born":[45,72,186,209],"preterm":[46,73],"or":[47],"at":[48],"term.":[49],"To":[50],"this":[51],"end":[52],"T1-weighted":[55],"anatomical":[56],"data":[58,134,149],"from":[59],"143":[60],"individuals":[61,104,185,248],"(69":[62],"controls,":[63],"mean":[64],"age":[65,81,160,213],"14.6y).":[66],"The":[67,223,235],"inclusion":[68],"criteria":[69],"for":[70,107,137,211],"those":[71],"were":[74,105,135,191],"weight":[76,167],"\u2264":[77],"1500g":[78],"gestational":[80,159,212],"<":[82,172,200],"37w.":[83],"A":[84],"linear":[85],"SVM":[86,231],"was":[87,111,150],"trained":[88],"on":[89,249],"grey":[91],"matter":[92],"segment":[93],"MR":[95],"images":[96],"two":[98],"different":[99],"ways.":[100],"First,":[101],"all":[102],"training":[108,138],"performed":[112],"by":[113,229],"leave-one-out":[115],"method,":[116],"yielding":[117],"93%":[118],"correct":[119,227],"(sensitivity":[121],"=":[122,125,162,169,197],"0.905,":[123],"specificity":[124],"0.942).":[126],"Separately,":[127],"a":[128,217,256],"random":[129],"half":[130,146],"available":[133],"twice":[139],"each":[141],"time":[142],"other,":[144],"unseen,":[145],"classified,":[151],"resulting":[152],"86%":[153],"91%":[155],"accurate":[156],"classifications.":[157],"Both":[158],"(R":[161,168,196],"-0.24,":[163],"p<0.04)":[164],"-0.51,":[170],"p":[171,199],"0.001)":[173,201],"correlated":[174],"with":[175],"distance":[177,204],"decision":[179,206],"boundary":[180],"within":[181],"group":[183],"preterm.":[187],"Statistically":[188],"significant":[189],"correlations":[190],"also":[192],"found":[193],"between":[194],"IQ":[195],"-0.30,":[198],"boundary.":[207],"Those":[208],"small":[210],"did":[214],"not":[215],"form":[216],"separate":[218],"subgroup":[219],"these":[221],"analyses.":[222],"high":[224],"rate":[225],"motivates":[232],"further":[233],"investigation.":[234],"long-term":[236],"goal":[237],"is":[238],"automatically":[240],"non-invasively":[242],"outcome":[245],"preterm-born":[247],"basis":[252],"using":[253],"as":[254,258],"early":[255],"scan":[257],"possible.":[259]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
