{"id":"https://openalex.org/W3149277636","doi":"https://doi.org/10.4018/ijaci.2021040105","title":"Multi-Step Clustering Approach of Myelinated Nerve Fibers in Experimental Neuromorphology","display_name":"Multi-Step Clustering Approach of Myelinated Nerve Fibers in Experimental Neuromorphology","publication_year":2021,"publication_date":"2021-03-29","ids":{"openalex":"https://openalex.org/W3149277636","doi":"https://doi.org/10.4018/ijaci.2021040105","mag":"3149277636"},"language":"en","primary_location":{"id":"doi:10.4018/ijaci.2021040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2021040105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10216/133448","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057835490","display_name":"Taras Kotyk","orcid":"https://orcid.org/0000-0002-3585-2356"},"institutions":[{"id":"https://openalex.org/I1323554757","display_name":"Ivano-Frankivsk National Medical University","ror":"https://ror.org/023wxgq18","country_code":"UA","type":"education","lineage":["https://openalex.org/I1323554757"]},{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Taras Kotyk","raw_affiliation_strings":["Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-3585-2356","affiliations":[{"raw_affiliation_string":"Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine","institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034872166","display_name":"Nadiya Tokaruk","orcid":"https://orcid.org/0000-0003-1404-7857"},"institutions":[{"id":"https://openalex.org/I1323554757","display_name":"Ivano-Frankivsk National Medical University","ror":"https://ror.org/023wxgq18","country_code":"UA","type":"education","lineage":["https://openalex.org/I1323554757"]},{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nadiya Tokaruk","raw_affiliation_strings":["Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine","institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068383359","display_name":"Viktoria Bedej","orcid":null},"institutions":[{"id":"https://openalex.org/I1323554757","display_name":"Ivano-Frankivsk National Medical University","ror":"https://ror.org/023wxgq18","country_code":"UA","type":"education","lineage":["https://openalex.org/I1323554757"]},{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Viktoria Bedej","raw_affiliation_strings":["Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine","institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066144001","display_name":"Mariia Hryshchuk","orcid":"https://orcid.org/0000-0001-9202-295X"},"institutions":[{"id":"https://openalex.org/I1323554757","display_name":"Ivano-Frankivsk National Medical University","ror":"https://ror.org/023wxgq18","country_code":"UA","type":"education","lineage":["https://openalex.org/I1323554757"]},{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mariia Hryshchuk","raw_affiliation_strings":["Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine","institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032657089","display_name":"Oksana Popadynets","orcid":"https://orcid.org/0000-0002-2093-5984"},"institutions":[{"id":"https://openalex.org/I1323554757","display_name":"Ivano-Frankivsk National Medical University","ror":"https://ror.org/023wxgq18","country_code":"UA","type":"education","lineage":["https://openalex.org/I1323554757"]},{"id":"https://openalex.org/I4210109132","display_name":"Ministry of Health","ror":"https://ror.org/01sxtx626","country_code":"UA","type":"government","lineage":["https://openalex.org/I4210109132"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oksana Popadynets","raw_affiliation_strings":["Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivano-Frankivsk National Medical University of the Ministry of Health of Ukraine, Ukraine","institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035138656","display_name":"Yaroslav Kolinko","orcid":"https://orcid.org/0000-0003-2374-5446"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Yaroslav Kolinko","raw_affiliation_strings":["Charles University, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-2374-5446","affiliations":[{"raw_affiliation_string":"Charles University, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056546246","display_name":"Jo\u00e3o Manuel R. S. Tavares","orcid":"https://orcid.org/0000-0001-7603-6526"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Manuel R. S. Tavares","raw_affiliation_strings":["Universidade do Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7603-6526","affiliations":[{"raw_affiliation_string":"Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057835490"],"corresponding_institution_ids":["https://openalex.org/I1323554757","https://openalex.org/I4210109132"],"apc_list":null,"apc_paid":null,"fwci":0.2785,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55464526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"2","first_page":"73","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9814000129699707,"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":0.9814000129699707,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8829522132873535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8165062665939331},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6314200758934021},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5473227500915527},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5305269956588745},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4764581024646759},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.46159860491752625},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.44877469539642334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42235666513442993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37643641233444214},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07029110193252563},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.057131022214889526}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8829522132873535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8165062665939331},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6314200758934021},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5473227500915527},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5305269956588745},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4764581024646759},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.46159860491752625},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.44877469539642334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42235666513442993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37643641233444214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07029110193252563},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.057131022214889526},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/ijaci.2021040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2021040105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaci00:v:12:y:2021:i:2:p:73-91","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJACI.2021040105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/133448","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/133448","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"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":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:repositorio-aberto.up.pt:10216/133448","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/133448","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"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":"","raw_type":"journal article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W132811261","https://openalex.org/W273955616","https://openalex.org/W350594529","https://openalex.org/W1632538955","https://openalex.org/W1702032637","https://openalex.org/W1944603233","https://openalex.org/W2025663895","https://openalex.org/W2039677191","https://openalex.org/W2042450181","https://openalex.org/W2056597019","https://openalex.org/W2075137280","https://openalex.org/W2101468844","https://openalex.org/W2109535300","https://openalex.org/W2157305458","https://openalex.org/W2160967179","https://openalex.org/W2167776784","https://openalex.org/W2281525046","https://openalex.org/W2539076015","https://openalex.org/W2547524174","https://openalex.org/W2596398956","https://openalex.org/W2620392320","https://openalex.org/W2621026548","https://openalex.org/W2624616278","https://openalex.org/W2738629723","https://openalex.org/W2751704403","https://openalex.org/W2756467951","https://openalex.org/W2791783797","https://openalex.org/W2903257891","https://openalex.org/W2915270257","https://openalex.org/W2921569369","https://openalex.org/W3012481470","https://openalex.org/W3037964738"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183"],"abstract_inverted_index":{"One":[0],"of":[1,20,33,66,81,90,108,124],"the":[2,74,98],"unresolved":[3],"issues":[4],"in":[5,24,49,60,95,117],"experimental":[6,118],"neuromorphology":[7],"is":[8,36,58],"searching":[9],"for":[10,13,30],"a":[11,27],"solution":[12,77],"myelinated":[14,34,91,109,114],"nerve":[15],"fibers":[16,35,110,115],"clustering":[17,45,76],"on":[18,39,69,105],"set":[19],"morphometric":[21,67,84],"parameters.":[22],"Therefore,":[23],"this":[25],"article,":[26],"new":[28],"approach":[29,46],"cluster":[31],"analysis":[32],"proposed":[37,44,75],"based":[38],"their":[40],"morpho-functional":[41],"features.":[42],"The":[43],"was":[47],"developed":[48],"R":[50],"software":[51],"environment":[52],"and":[53],"uses":[54],"model-based":[55],"clustering,":[56],"which":[57],"performed":[59],"few":[61],"steps":[62],"with":[63,86,121],"increasing":[64],"number":[65],"parameters":[68,85],"each":[70],"next":[71],"step.":[72],"Applying":[73],"shown":[78],"high":[79,122],"similarity":[80],"identified":[82],"groups'":[83],"respective":[87],"physiological":[88],"types":[89],"A-fibers.":[92],"This":[93],"fact,":[94],"addition":[96],"to":[97],"algorithm":[99],"implementation":[100],"simplicity,":[101],"facilitates":[102],"its":[103],"use":[104],"identifying":[106],"clusters":[107],"that":[111],"represent":[112],"different":[113],"subpopulation":[116],"neuromorphological":[119],"research":[120],"level":[123],"reliability.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}