{"id":"https://openalex.org/W3201942884","doi":"https://doi.org/10.1007/978-3-030-87234-2_59","title":"A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes","display_name":"A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201942884","doi":"https://doi.org/10.1007/978-3-030-87234-2_59","mag":"3201942884"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87234-2_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_59","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091690705","display_name":"Niharika Shimona D\u2019Souza","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niharika Shimona D\u2019Souza","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057324811","display_name":"Mary Beth Nebel","orcid":"https://orcid.org/0000-0003-0185-3382"},"institutions":[{"id":"https://openalex.org/I1298154867","display_name":"Kennedy Krieger Institute","ror":"https://ror.org/05q6tgt32","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298154867"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Beth Nebel","raw_affiliation_strings":["Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","Department of Neurology, Johns Hopkins School of Medicine, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","institution_ids":["https://openalex.org/I1298154867"]},{"raw_affiliation_string":"Department of Neurology, Johns Hopkins School of Medicine, Baltimore, USA","institution_ids":["https://openalex.org/I2799853436","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025684368","display_name":"Deana Crocetti","orcid":"https://orcid.org/0000-0001-8311-4107"},"institutions":[{"id":"https://openalex.org/I1298154867","display_name":"Kennedy Krieger Institute","ror":"https://ror.org/05q6tgt32","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298154867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deana Crocetti","raw_affiliation_strings":["Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","institution_ids":["https://openalex.org/I1298154867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086797144","display_name":"Joshua Robinson","orcid":"https://orcid.org/0000-0003-1038-5517"},"institutions":[{"id":"https://openalex.org/I1298154867","display_name":"Kennedy Krieger Institute","ror":"https://ror.org/05q6tgt32","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298154867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Robinson","raw_affiliation_strings":["Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","institution_ids":["https://openalex.org/I1298154867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025787531","display_name":"Stewart H. Mostofsky","orcid":"https://orcid.org/0000-0002-8515-2411"},"institutions":[{"id":"https://openalex.org/I1298154867","display_name":"Kennedy Krieger Institute","ror":"https://ror.org/05q6tgt32","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298154867"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stewart Mostofsky","raw_affiliation_strings":["Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","Department of Neurology, Johns Hopkins School of Medicine, Baltimore, USA","Department of Psychiatry and Behavioral Science, Johns Hopkins School of Medicine, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, USA","institution_ids":["https://openalex.org/I1298154867"]},{"raw_affiliation_string":"Department of Neurology, Johns Hopkins School of Medicine, Baltimore, USA","institution_ids":["https://openalex.org/I2799853436","https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Psychiatry and Behavioral Science, Johns Hopkins School of Medicine, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083233304","display_name":"Archana Venkataraman","orcid":"https://orcid.org/0000-0003-2653-5591"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Archana Venkataraman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0795,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94269128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"625","last_page":"636"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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":1.0,"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":1.0,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.8887133598327637},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7425475120544434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7266656160354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6416631937026978},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6211711168289185},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5117616653442383},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5015585422515869},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.4901052415370941},{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.48358291387557983},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.48112574219703674},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3710184395313263},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.3592072129249573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3280237019062042},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19355466961860657},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1175580620765686},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.06997084617614746}],"concepts":[{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.8887133598327637},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7425475120544434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7266656160354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6416631937026978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6211711168289185},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5117616653442383},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5015585422515869},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.4901052415370941},{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.48358291387557983},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.48112574219703674},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3710184395313263},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.3592072129249573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3280237019062042},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19355466961860657},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1175580620765686},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.06997084617614746},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-87234-2_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_59","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"mag:3169870668","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1666219330","https://openalex.org/W1970695058","https://openalex.org/W1993097906","https://openalex.org/W1997222702","https://openalex.org/W2000133863","https://openalex.org/W2005933475","https://openalex.org/W2021653459","https://openalex.org/W2024729467","https://openalex.org/W2056792865","https://openalex.org/W2069885394","https://openalex.org/W2093737489","https://openalex.org/W2096672020","https://openalex.org/W2116376209","https://openalex.org/W2116642049","https://openalex.org/W2120259577","https://openalex.org/W2123261262","https://openalex.org/W2130010412","https://openalex.org/W2131181615","https://openalex.org/W2157106546","https://openalex.org/W2168751917","https://openalex.org/W2230702687","https://openalex.org/W2517500902","https://openalex.org/W2526511911","https://openalex.org/W2604865066","https://openalex.org/W2766921515","https://openalex.org/W2805978657","https://openalex.org/W2891131577","https://openalex.org/W2909240409","https://openalex.org/W2918553474","https://openalex.org/W2920320441","https://openalex.org/W2963728031","https://openalex.org/W2977883299","https://openalex.org/W2979514811","https://openalex.org/W3006750212","https://openalex.org/W3035192651","https://openalex.org/W3089794503","https://openalex.org/W3095701096","https://openalex.org/W3096301115","https://openalex.org/W4255949318","https://openalex.org/W6725878830"],"related_works":["https://openalex.org/W1965402735","https://openalex.org/W1480657811","https://openalex.org/W2972411153","https://openalex.org/W4380353731","https://openalex.org/W2014292780","https://openalex.org/W3200763141","https://openalex.org/W2058085357","https://openalex.org/W4290793146","https://openalex.org/W2169239134","https://openalex.org/W4220920055"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
