{"id":"https://openalex.org/W1985831322","doi":"https://doi.org/10.1007/s10916-014-0068-3","title":"A Hybrid Method Based on Fuzzy Clustering and Local Region-Based Level Set for Segmentation of Inhomogeneous Medical Images","display_name":"A Hybrid Method Based on Fuzzy Clustering and Local Region-Based Level Set for Segmentation of Inhomogeneous Medical Images","publication_year":2014,"publication_date":"2014-06-23","ids":{"openalex":"https://openalex.org/W1985831322","doi":"https://doi.org/10.1007/s10916-014-0068-3","mag":"1985831322","pmid":"https://pubmed.ncbi.nlm.nih.gov/24957392"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-014-0068-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-014-0068-3","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5007441054","display_name":"Maryam Rastgarpour","orcid":"https://orcid.org/0000-0002-7095-151X"},"institutions":[{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Maryam Rastgarpour","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran, m.rastgarpour@gmail.com","Department of Computer Engineering, Faculty of Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran, m.rastgarpour@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran","institution_ids":["https://openalex.org/I155419210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005047569","display_name":"Jamshid Shanbehzadeh","orcid":"https://orcid.org/0000-0002-1056-1499"},"institutions":[{"id":"https://openalex.org/I181744264","display_name":"Kharazmi University","ror":"https://ror.org/05hsgex59","country_code":"IR","type":"education","lineage":["https://openalex.org/I181744264"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Jamshid Shanbehzadeh","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Kharazmi University (TarbiatMoallem University), Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Kharazmi University (TarbiatMoallem University), Tehran, Iran","institution_ids":["https://openalex.org/I181744264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058761102","display_name":"Hamid Soltanian\u2010Zadeh","orcid":"https://orcid.org/0000-0002-7302-6856"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I154057602","display_name":"Henry Ford Health System","ror":"https://ror.org/02kwnkm68","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I154057602"]}],"countries":["IR","US"],"is_corresponding":false,"raw_author_name":"Hamid Soltanian-Zadeh","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","Image Analysis Lab, Radiology Department, Henry Ford Health System, Detroit, MI, USA"],"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Image Analysis Lab, Radiology Department, Henry Ford Health System, Detroit, MI, USA","institution_ids":["https://openalex.org/I154057602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007441054"],"corresponding_institution_ids":["https://openalex.org/I155419210"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":2.715,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92009719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"8","first_page":"68","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7298365235328674},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6722898483276367},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6397668123245239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.639586329460144},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6252166628837585},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5991583466529846},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5966309905052185},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5594167113304138},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5360280275344849},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5298868417739868},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5221012830734253},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.44545817375183105},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.438351035118103},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4115528464317322},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35045960545539856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7298365235328674},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6722898483276367},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6397668123245239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.639586329460144},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6252166628837585},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5991583466529846},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5966309905052185},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5594167113304138},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5360280275344849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5298868417739868},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5221012830734253},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.44545817375183105},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.438351035118103},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4115528464317322},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35045960545539856},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-014-0068-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-014-0068-3","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:24957392","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24957392","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":"Journal of medical systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W561116689","https://openalex.org/W1448795396","https://openalex.org/W1589895371","https://openalex.org/W1812516254","https://openalex.org/W1973880112","https://openalex.org/W1979393293","https://openalex.org/W1979599433","https://openalex.org/W1987869189","https://openalex.org/W1988017586","https://openalex.org/W1991821881","https://openalex.org/W1992147426","https://openalex.org/W1998259955","https://openalex.org/W2005486932","https://openalex.org/W2008101963","https://openalex.org/W2018827567","https://openalex.org/W2018929129","https://openalex.org/W2022607830","https://openalex.org/W2024798729","https://openalex.org/W2028011413","https://openalex.org/W2032421849","https://openalex.org/W2034651013","https://openalex.org/W2036681098","https://openalex.org/W2038533573","https://openalex.org/W2044029912","https://openalex.org/W2057504238","https://openalex.org/W2058915639","https://openalex.org/W2061957033","https://openalex.org/W2069423255","https://openalex.org/W2069816479","https://openalex.org/W2073271651","https://openalex.org/W2073582927","https://openalex.org/W2079170725","https://openalex.org/W2082198480","https://openalex.org/W2086447102","https://openalex.org/W2086661583","https://openalex.org/W2093145968","https://openalex.org/W2095758629","https://openalex.org/W2098979973","https://openalex.org/W2103404435","https://openalex.org/W2105556527","https://openalex.org/W2108859253","https://openalex.org/W2109876342","https://openalex.org/W2112713547","https://openalex.org/W2113076747","https://openalex.org/W2115242586","https://openalex.org/W2115664739","https://openalex.org/W2116040950","https://openalex.org/W2117530999","https://openalex.org/W2124065296","https://openalex.org/W2124931816","https://openalex.org/W2130723048","https://openalex.org/W2132116135","https://openalex.org/W2133312152","https://openalex.org/W2137117880","https://openalex.org/W2139478903","https://openalex.org/W2142299700","https://openalex.org/W2142514727","https://openalex.org/W2149184914","https://openalex.org/W2155114019","https://openalex.org/W2159955373","https://openalex.org/W2165012164","https://openalex.org/W2170864621","https://openalex.org/W2326809253","https://openalex.org/W2492871755","https://openalex.org/W2605795864","https://openalex.org/W2912565176","https://openalex.org/W2913066018","https://openalex.org/W3089669417","https://openalex.org/W3142340468","https://openalex.org/W3211330693","https://openalex.org/W4211007335","https://openalex.org/W4241047495","https://openalex.org/W4246074262","https://openalex.org/W4250302639"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W10861731","https://openalex.org/W2050451745"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
