{"id":"https://openalex.org/W2013147182","doi":"https://doi.org/10.1109/ner.2013.6696232","title":"Self-organizing maps for brain tractography in MRI","display_name":"Self-organizing maps for brain tractography in MRI","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2013147182","doi":"https://doi.org/10.1109/ner.2013.6696232","mag":"2013147182"},"language":"en","primary_location":{"id":"doi:10.1109/ner.2013.6696232","doi":"https://doi.org/10.1109/ner.2013.6696232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2013.6696232","pdf_url":null,"source":{"id":"https://openalex.org/S4306419994","display_name":"International IEEE/EMBS Conference on Neural Engineering","issn_l":"1948-3554","issn":["1948-3554","1948-3546"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 6th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5062730250","display_name":"Dilek G\u00f6ksel Duru","orcid":"https://orcid.org/0000-0003-1484-8603","observed_orcids":["https://orcid.org/0000-0003-1484-8603"]},"institutions":[{"id":"https://openalex.org/I50627504","display_name":"Istanbul Arel University","ror":"https://ror.org/03natay60","country_code":"TR","type":"education","lineage":["https://openalex.org/I50627504"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Dilek Goksel Duru","raw_affiliation_strings":["Biomedical Engineering Department, Istanbul Arel University, Istanbul, Turkey","Biomed. Eng. Dept., Istanbul Arel Univ., Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Istanbul Arel University, Istanbul, Turkey","institution_ids":["https://openalex.org/I50627504"]},{"raw_affiliation_string":"Biomed. Eng. Dept., Istanbul Arel Univ., Istanbul, Turkey","institution_ids":["https://openalex.org/I50627504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070359001","display_name":"Mehmed \u00d6zkan","orcid":"https://orcid.org/0000-0003-2492-8113","observed_orcids":["https://orcid.org/0000-0003-2492-8113"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmed Ozkan","raw_affiliation_strings":["Institute of Biomedical Engineering, Bogazici University, Istanbul, Turkey","Inst. of Biomed. Eng., Bogazici Univ., Istanbul, Turkey#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Inst. of Biomed. Eng., Bogazici Univ., Istanbul, Turkey#TAB#","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"32","issue":null,"first_page":"1509","last_page":"1512"},"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":0.0,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain-tractography","display_name":"brain tractography","score":0.925000011920929},{"id":"https://openalex.org/keywords/self-organizing-maps","display_name":"self-organizing maps","score":0.9459999799728394},{"id":"https://openalex.org/keywords/diffusion-tensor-imaging","display_name":"diffusion tensor imaging","score":0.7149999737739563},{"id":"https://openalex.org/keywords/white-matter-fiber-tracking","display_name":"white matter fiber tracking","score":0.7480000257492065},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7549999952316284},{"id":"https://openalex.org/keywords/affective-networks","display_name":"affective networks","score":0.7129999995231628},{"id":"https://openalex.org/keywords/noise-robustness","display_name":"noise robustness","score":0.7519999742507935}],"concepts":[{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.9017997980117798},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6805289387702942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6326698660850525},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.618220329284668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5611485838890076},{"id":"https://openalex.org/C2993925342","wikidata":"https://www.wikidata.org/wiki/Q28457374","display_name":"Fiber tract","level":4,"score":0.4455149173736572},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4454781711101532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43975135684013367},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.42718178033828735},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.4151424169540405},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3584967255592346},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11299920082092285},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07570052146911621},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ner.2013.6696232","doi":"https://doi.org/10.1109/ner.2013.6696232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2013.6696232","pdf_url":null,"source":{"id":"https://openalex.org/S4306419994","display_name":"International IEEE/EMBS Conference on Neural Engineering","issn_l":"1948-3554","issn":["1948-3554","1948-3546"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 6th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1679913846","https://openalex.org/W2017887192","https://openalex.org/W2038128936","https://openalex.org/W2115557151","https://openalex.org/W2132324607","https://openalex.org/W2142900310"],"related_works":["https://openalex.org/W2156889666","https://openalex.org/W2017887192","https://openalex.org/W2092936133","https://openalex.org/W1972772359","https://openalex.org/W2089306806","https://openalex.org/W7098269503","https://openalex.org/W2807098050","https://openalex.org/W2951290748","https://openalex.org/W4401575188","https://openalex.org/W173023345"],"abstract_inverted_index":{"Brain":[0],"white":[1],"matter":[2],"fibers":[3],"can":[4],"be":[5],"mapped":[6],"synthesizing":[7],"the":[8,22,25,54,64,76,93,112],"diffusion":[9,13],"tensors":[10],"obtained":[11],"from":[12],"weighted":[14],"magnetic":[15],"resonance":[16],"images.":[17],"An":[18],"important":[19],"drawback":[20],"in":[21,32,57],"determination":[23],"of":[24,63,82,84],"fiber":[26,39,55],"paths":[27,40],"for":[28,107,115],"tractography":[29,114],"purposes":[30],"occurs":[31],"uncertainty":[33,59],"regions":[34],"where":[35],"at":[36],"least":[37],"two":[38],"crossover.":[41],"In":[42],"this":[43],"study":[44],"we":[45],"proposed":[46,65],"an":[47,71,85,102],"artificial":[48,86,95],"neural":[49,87],"network":[50,104],"approach":[51],"to":[52,70,75,100],"clarify":[53],"tracts":[56],"these":[58],"regions.":[60],"The":[61,89],"implementation":[62],"method,":[66],"called":[67,97],"SOFMAT,":[68],"leads":[69],"optimal":[72],"track":[73],"converging":[74],"underlying":[77],"path":[78],"as":[79],"a":[80],"result":[81],"self-organization":[83],"network.":[88],"promising":[90],"results":[91],"on":[92],"well-known":[94],"dataset":[96],"PISTE":[98],"served":[99],"identify":[101],"affective":[103],"configuration,":[105],"tested":[106],"various":[108],"noise":[109],"levels.":[110],"Finally,":[111],"resulting":[113],"human":[116],"brain":[117],"MR":[118],"images":[119],"are":[120],"illustrated.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
