{"id":"https://openalex.org/W1526090152","doi":"https://doi.org/10.1109/isbi.2015.7164022","title":"Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence","display_name":"Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1526090152","doi":"https://doi.org/10.1109/isbi.2015.7164022","mag":"1526090152"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7164022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005666034","display_name":"Jianfei Yang","orcid":"https://orcid.org/0000-0002-8075-0439"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Amsterdam UMC Location University of Amsterdam","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jianfei Yang","raw_affiliation_strings":["Department of Radiology, Academic Medical Center, The Netherlands","Quantitative Imaging Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Academic Medical Center, The Netherlands","institution_ids":["https://openalex.org/I2802928900"]},{"raw_affiliation_string":"Quantitative Imaging Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005203644","display_name":"Dirk H. J. Poot","orcid":"https://orcid.org/0000-0003-0656-2963"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dirk H.J. Poot","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Erasmus University Medical Center, The Netherlands","Quantitative Imaging Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Quantitative Imaging Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068172953","display_name":"Matthan W.A. Caan","orcid":"https://orcid.org/0000-0002-5162-8880"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Amsterdam UMC Location University of Amsterdam","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Matthan W.A. Caan","raw_affiliation_strings":["Department of Radiology, Academic Medical Center, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Academic Medical Center, The Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029613832","display_name":"Frans M. Vos","orcid":"https://orcid.org/0000-0002-8688-9546"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Amsterdam UMC Location University of Amsterdam","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frans M. Vos","raw_affiliation_strings":["Department of Radiology, Academic Medical Center, The Netherlands","Quantitative Imaging Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Academic Medical Center, The Netherlands","institution_ids":["https://openalex.org/I2802928900"]},{"raw_affiliation_string":"Quantitative Imaging Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065440033","display_name":"Lucas J. van Vliet","orcid":"https://orcid.org/0000-0001-7018-726X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lucas J. van Vliet","raw_affiliation_strings":["Quantitative Imaging Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Imaging Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6851,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63117428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"926","last_page":"929"},"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9794999957084656,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9757999777793884,"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/diffusion-mri","display_name":"Diffusion MRI","score":0.7755674719810486},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.7270763516426086},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.6433459520339966},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.6106055974960327},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5284839868545532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.516407310962677},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.5156242251396179},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.47367411851882935},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.44147077202796936},{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.4342293441295624},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.433937668800354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43121832609176636},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.42054498195648193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36909985542297363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35939905047416687},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3463039994239807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23333662748336792},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15759029984474182},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.14393165707588196},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1006733775138855},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.09183597564697266}],"concepts":[{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.7755674719810486},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7270763516426086},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.6433459520339966},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.6106055974960327},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5284839868545532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.516407310962677},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5156242251396179},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.47367411851882935},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.44147077202796936},{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.4342293441295624},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.433937668800354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43121832609176636},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.42054498195648193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36909985542297363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35939905047416687},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3463039994239807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23333662748336792},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15759029984474182},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.14393165707588196},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1006733775138855},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.09183597564697266},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2015.7164022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/cea86421-3953-4060-92bd-c429661f2ccd","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/cea86421-3953-4060-92bd-c429661f2ccd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yang, J, Poot, D H J, Caan, M W A, Vos, F M & Van Vliet, L J 2015, 'Rank-2 model-order selection in diffusion tensor MRI : Infromation complexity based on the total Kullback-Leibler divergence', Proceedings - International Symposium on Biomedical Imaging, pp. 926-929. https://doi.org/10.1109/ISBI.2015.7164022","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/f5888cc6-9445-4121-abb4-47225af51706","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/rank2-modelorder-selection-in-diffusion-tensor-mri(f5888cc6-9445-4121-abb4-47225af51706).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015, 926 - 929","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1564403559","https://openalex.org/W1599228348","https://openalex.org/W1965555277","https://openalex.org/W2000133863","https://openalex.org/W2024729467","https://openalex.org/W2067214598","https://openalex.org/W2122862495","https://openalex.org/W2124792803","https://openalex.org/W2137679584","https://openalex.org/W2147130502","https://openalex.org/W2157394313"],"related_works":["https://openalex.org/W1965402735","https://openalex.org/W1480657811","https://openalex.org/W2972411153","https://openalex.org/W4380353731","https://openalex.org/W2931360818","https://openalex.org/W2488984732","https://openalex.org/W2528560501","https://openalex.org/W363907200","https://openalex.org/W2526824703","https://openalex.org/W177321449"],"abstract_inverted_index":{"Diffusion-weighted":[0],"MRI":[1],"(DW-MRI)":[2],"can":[3],"assess":[4,52],"the":[5,13,24,33,53,67,82,88,92,111,120],"integrity":[6],"of":[7,18,23,26,32,55,116,119],"white":[8],"matter":[9],"(WM)":[10],"structures":[11],"in":[12,36,100],"human":[14],"brain.":[15,122],"Multi-compartment":[16],"analysis":[17],"DW-MRI":[19],"requires":[20],"an":[21],"estimate":[22],"number":[25],"compartments":[27],"to":[28,51,87],"permit":[29],"unbiased":[30],"estimation":[31,115],"diffusion":[34,117],"shape":[35],"a":[37,47,56,59],"single":[38],"fibers":[39],"as":[40,42],"well":[41],"crossing":[43],"fascicles.":[44],"We":[45],"propose":[46],"new,":[48],"rotation-invariant":[49],"measure":[50,60],"suitability":[54],"model":[57],"by":[58],"for":[61,113],"information":[62],"complexity":[63],"(ICOMP)":[64],"based":[65],"on":[66,75,79],"total":[68],"Kullback-Leibler":[69],"divergence":[70],"(TKLD).":[71],"ICOMP-TKLD":[72,90],"is":[73,91],"evaluated":[74],"simulated":[76],"data":[77,80],"and":[78,103],"from":[81],"Human":[83],"Connectome":[84],"Project.":[85],"Compared":[86],"state-of-the-art,":[89],"only":[93],"method":[94],"that":[95],"yields":[96],"reliable":[97],"model-order":[98],"selection":[99],"both":[101],"homogeneous":[102],"heterogeneous":[104],"WM":[105],"regions.":[106],"Therefore,":[107],"ICOM-TKLD":[108],"may":[109],"open":[110],"way":[112],"structure-adaptive":[114],"properties":[118],"entire":[121]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
