{"id":"https://openalex.org/W2043103048","doi":"https://doi.org/10.1109/isbi.2012.6235829","title":"Longitudinal growth modeling of discrete-time functions with application to DTI tract evolution in early neurodevelopment","display_name":"Longitudinal growth modeling of discrete-time functions with application to DTI tract evolution in early neurodevelopment","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2043103048","doi":"https://doi.org/10.1109/isbi.2012.6235829","mag":"2043103048","pmid":"https://pubmed.ncbi.nlm.nih.gov/24443681"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-00818411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035209983","display_name":"Anuja Sharma","orcid":"https://orcid.org/0000-0002-1648-6282"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anuja Sharma","raw_affiliation_strings":["School of Computing, SCI Institute, University of Utah, Salt Lake City, UT 84112, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SCI Institute, University of Utah, Salt Lake City, UT 84112, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080254367","display_name":"Stanley Durrleman","orcid":"https://orcid.org/0000-0002-9450-6920"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stanley Durrleman","raw_affiliation_strings":["INRIA-Asclepios project, 2004 route des Lucioles, 06902 Sophia Antipolis, France","Inria, Asclepios Project, 2004 route des Lucioles, 06902 Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA-Asclepios project, 2004 route des Lucioles, 06902 Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria, Asclepios Project, 2004 route des Lucioles, 06902 Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052698941","display_name":"John H. Gilmore","orcid":"https://orcid.org/0000-0002-0939-6764"},"institutions":[{"id":"https://openalex.org/I1333535994","display_name":"University of North Carolina Health Care","ror":"https://ror.org/00qz24g20","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1333535994"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John H. Gilmore","raw_affiliation_strings":["UNC Chapel Hill, Department of Psychiatry, Chapel Hill, NC 27599-7160, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNC Chapel Hill, Department of Psychiatry, Chapel Hill, NC 27599-7160, USA","institution_ids":["https://openalex.org/I1333535994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010769610","display_name":"Guido Gerig","orcid":"https://orcid.org/0000-0002-9547-6233"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guido Gerig","raw_affiliation_strings":["School of Computing, SCI Institute, University of Utah, Salt Lake City, UT 84112, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SCI Institute, University of Utah, Salt Lake City, UT 84112, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":null,"first_page":"1397","last_page":"1400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9925000071525574,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6097449660301208},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.5913863778114319},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.5467156767845154},{"id":"https://openalex.org/keywords/growth-function","display_name":"Growth function","score":0.5436288118362427},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.535194993019104},{"id":"https://openalex.org/keywords/logistic-function","display_name":"Logistic function","score":0.5233394503593445},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.42145484685897827},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37128201127052307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.365295946598053},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2752227485179901},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2498331069946289},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19302687048912048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6097449660301208},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.5913863778114319},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.5467156767845154},{"id":"https://openalex.org/C2780420937","wikidata":"https://www.wikidata.org/wiki/Q28136760","display_name":"Growth function","level":2,"score":0.5436288118362427},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.535194993019104},{"id":"https://openalex.org/C180802074","wikidata":"https://www.wikidata.org/wiki/Q1052379","display_name":"Logistic function","level":2,"score":0.5233394503593445},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.42145484685897827},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37128201127052307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.365295946598053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2752227485179901},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2498331069946289},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19302687048912048},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/isbi.2012.6235829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmid:24443681","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24443681","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.411.6240","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.411.6240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.inria.fr/docs/00/81/84/11/PDF/Sharma_ISBI2012.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00818411v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-00818411","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBI - International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. pp.1397-1399, &#x27E8;10.1109/ISBI.2012.6235829&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:europepmc.org:2878468","is_oa":false,"landing_page_url":"http://europepmc.org/articles/PMC3892762","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,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3892762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3892762","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,"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":"Proc IEEE Int Symp Biomed Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00818411v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-00818411","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBI - International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. pp.1397-1399, &#x27E8;10.1109/ISBI.2012.6235829&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G1906610395","display_name":null,"funder_award_id":"R01 HD067731","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G2431482247","display_name":null,"funder_award_id":"R01 MH070890","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3939092963","display_name":null,"funder_award_id":"P50 MH064065","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G4139504844","display_name":null,"funder_award_id":"R01 HD055741","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G693234967","display_name":null,"funder_award_id":"R01 NS055754","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G7639340818","display_name":null,"funder_award_id":"U54 EB005149","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2048700485","https://openalex.org/W2074268428","https://openalex.org/W2091464493","https://openalex.org/W2096334395","https://openalex.org/W2133666212","https://openalex.org/W2138094853","https://openalex.org/W2138349096","https://openalex.org/W2151707528","https://openalex.org/W2169212716","https://openalex.org/W6679951548","https://openalex.org/W6680551504"],"related_works":["https://openalex.org/W2955154510","https://openalex.org/W2143604330","https://openalex.org/W2137519970","https://openalex.org/W4243720755","https://openalex.org/W2000832161","https://openalex.org/W2356706836","https://openalex.org/W2052609960","https://openalex.org/W2534302340","https://openalex.org/W4298154978","https://openalex.org/W3205347466"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,42,65],"new":[3,96],"framework":[4,97],"for":[5,92],"spatiotemporal":[6],"analysis":[7],"of":[8,14,25,32,39,45,52,90,112,126],"parameterized":[9],"functions":[10,46],"attributed":[11],"by":[12,119],"properties":[13],"4D":[15],"longitudinal":[16,106],"image":[17],"data.":[18],"Our":[19],"driving":[20],"application":[21],"is":[22,47,74,79,98,117],"the":[23,53,122],"measurement":[24],"temporal":[26,37],"change":[27,40],"in":[28,121],"white":[29],"matter":[30],"diffusivity":[31],"fiber":[33,127],"tracts.":[34,128],"A":[35],"smooth":[36],"modeling":[38,89],"from":[41,108],"discrete-time":[43],"set":[44],"obtained":[48],"with":[49,63,84,100],"an":[50,85],"extension":[51,86],"logistic":[54],"growth":[55,62,115],"model":[56,114],"to":[57,87,105],"time-dependent":[58],"spline":[59],"functions,":[60],"capturing":[61],"only":[64],"few":[66],"descriptive":[67],"parameters.":[68],"An":[69],"unbiased":[70],"template":[71],"baseline":[72],"function":[73],"also":[75],"jointly":[76],"estimated.":[77],"Solution":[78],"demonstrated":[80],"via":[81],"energy":[82],"minimization":[83],"simultaneous":[88],"trajectories":[91],"multiple":[93],"subjects.":[94],"The":[95],"validated":[99],"synthetic":[101],"data":[102],"and":[103],"applied":[104],"DTI":[107],"15":[109],"infants.":[110],"Interpretation":[111],"estimated":[113],"parameters":[116],"facilitated":[118],"visualization":[120],"original":[123],"coordinate":[124],"space":[125]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
