{"id":"https://openalex.org/W2114316992","doi":"https://doi.org/10.1109/isbi.2012.6235471","title":"A neighborhood-based probabilistic approach for fiber tracking in human cardiac DTI","display_name":"A neighborhood-based probabilistic approach for fiber tracking in human cardiac DTI","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2114316992","doi":"https://doi.org/10.1109/isbi.2012.6235471","mag":"2114316992"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235471","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"],"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/A5100719240","display_name":"Hongying Li","orcid":"https://orcid.org/0000-0002-5089-1134"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hongying Li","raw_affiliation_strings":["CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]},{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104440866","display_name":"Marc Robini","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Robini","raw_affiliation_strings":["CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]},{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107639990","display_name":"Feng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Feng Yang","raw_affiliation_strings":["CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]},{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100605235","display_name":"Yuemin Zhu","orcid":"https://orcid.org/0000-0001-6814-1449"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yuemin Zhu","raw_affiliation_strings":["CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]},{"raw_affiliation_string":"CREATIS (CNRS UMR 5220, Inserm U1044), INSA Lyon, 69621 Villeurbanne cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"13"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.98580002784729,"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"}},{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/tracking","display_name":"Tracking (education)","score":0.6685929298400879},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.5957989692687988},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5881290435791016},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.5856189131736755},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5791584253311157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5568844079971313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.551119863986969},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5250824689865112},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5083047747612},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5039181113243103},{"id":"https://openalex.org/keywords/fractional-anisotropy","display_name":"Fractional anisotropy","score":0.49697330594062805},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3777811825275421},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25624197721481323}],"concepts":[{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6685929298400879},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.5957989692687988},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5881290435791016},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.5856189131736755},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5791584253311157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5568844079971313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.551119863986969},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5250824689865112},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5083047747612},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5039181113243103},{"id":"https://openalex.org/C89916169","wikidata":"https://www.wikidata.org/wiki/Q17014600","display_name":"Fractional anisotropy","level":4,"score":0.49697330594062805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3777811825275421},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25624197721481323},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2012.6235471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235471","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":"pmh:oai:HAL:hal-00830204v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00830204","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Symposium on Biomedical Imaging - ISBI2012, May 2012, Barcelona, Spain. pp.9-13, ⟨10.1109/ISBI.2012.6235471⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1504025927","https://openalex.org/W1979757232","https://openalex.org/W2022530159","https://openalex.org/W2077767051","https://openalex.org/W2142059961","https://openalex.org/W2142699820","https://openalex.org/W2142900310","https://openalex.org/W2146684591","https://openalex.org/W6630116941"],"related_works":["https://openalex.org/W3031573373","https://openalex.org/W2017539237","https://openalex.org/W2607776059","https://openalex.org/W2802561361","https://openalex.org/W2487470953","https://openalex.org/W2415162139","https://openalex.org/W4205593364","https://openalex.org/W2945339633","https://openalex.org/W2080220338","https://openalex.org/W3118966479"],"abstract_inverted_index":{"Fiber":[0],"tracking":[1,26,43],"techniques":[2],"are":[3],"essential":[4],"for":[5,28,33],"representing":[6],"and":[7,36,76,85,96,118,121],"visualizing":[8],"the":[9,69,73,77,88,106,109],"cardiac":[10,29,100],"fiber":[11,25,44,57,74],"architecture":[12],"information":[13],"encoded":[14],"in":[15,42,72],"diffusion-tensor":[16],"imaging":[17],"(DTI)":[18],"data.":[19],"We":[20],"propose":[21],"a":[22,51,65],"neighborhood-based":[23],"probabilistic":[24],"method":[27,40,111],"DTI":[30],"which":[31],"accounts":[32],"spatial":[34],"correlation":[35],"data":[37,95,101],"uncertainty.":[38],"The":[39,61],"consists":[41],"paths":[45],"by":[46],"sampling":[47],"step":[48],"directions":[49],"from":[50],"normalized":[52],"weighted":[53],"sum":[54,62],"of":[55,68],"local":[56],"orientation":[58],"probability":[59],"distributions.":[60],"is":[63,112],"over":[64],"predefined":[66],"neighborhood":[67],"current":[70,89],"position":[71],"path,":[75],"weights":[78],"depend":[79],"on":[80,93,97],"fractional":[81],"anisotropy,":[82],"angular":[83],"change":[84],"distance":[86],"to":[87,105,116],"position.":[90],"Experimental":[91],"results":[92],"synthetic":[94],"real":[98],"human":[99],"show":[102],"that,":[103],"compared":[104],"streamlining":[107],"approach,":[108],"proposed":[110],"meaningfully":[113],"more":[114,122],"robust":[115],"noise":[117],"produces":[119],"smoother":[120],"consistent":[123],"fibers.":[124]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}