{"id":"https://openalex.org/W4400809891","doi":"https://doi.org/10.1109/access.2024.3430973","title":"Segmentation of Anterior and Posterior Chambers on UBM Images by Fuzzy Clustering","display_name":"Segmentation of Anterior and Posterior Chambers on UBM Images by Fuzzy Clustering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400809891","doi":"https://doi.org/10.1109/access.2024.3430973"},"language":"es","primary_location":{"id":"doi:10.1109/access.2024.3430973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430973","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3430973","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113062555","display_name":"Yaru Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaru Yao","raw_affiliation_strings":["School of Mathematical Sciences, Liaocheng University, Liaocheng, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0002-6978-3288","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Liaocheng University, Liaocheng, Shandong, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100621693","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0003-4854-3939"},"institutions":[{"id":"https://openalex.org/I4210160222","display_name":"Liaocheng People's Hospital","ror":"https://ror.org/052vn2478","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, China","Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-4854-3939","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, China","institution_ids":["https://openalex.org/I4210160222"]},{"raw_affiliation_string":"Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, P.R. China","institution_ids":["https://openalex.org/I4210160222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083046423","display_name":"Xinying You","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160222","display_name":"Liaocheng People's Hospital","ror":"https://ror.org/052vn2478","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinying You","raw_affiliation_strings":["Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, China","Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-7704-3303","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, China","institution_ids":["https://openalex.org/I4210160222"]},{"raw_affiliation_string":"Department of Ophthalmology, Liaocheng People&#x2019;s Hospital, Liaocheng, Shandong, P.R. China","institution_ids":["https://openalex.org/I4210160222"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100665619","display_name":"Xueyan Liu","orcid":"https://orcid.org/0000-0003-4634-5680"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyan Liu","raw_affiliation_strings":["School of Mathematical Sciences, Liaocheng University, Liaocheng, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-4634-5680","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Liaocheng University, Liaocheng, Shandong, China","institution_ids":["https://openalex.org/I196934937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113062555"],"corresponding_institution_ids":["https://openalex.org/I196934937"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9963,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75047683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"178805","last_page":"178815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9807000160217285,"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/segmentation","display_name":"Segmentation","score":0.6466565728187561},{"id":"https://openalex.org/keywords/intraclass-correlation","display_name":"Intraclass correlation","score":0.553583025932312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5375878810882568},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45487579703330994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4543851613998413},{"id":"https://openalex.org/keywords/perimeter","display_name":"Perimeter","score":0.4368245005607605},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43076997995376587},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42235037684440613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4149321913719177},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4102991223335266},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.36824706196784973},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13349944353103638}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6466565728187561},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.553583025932312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5375878810882568},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45487579703330994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4543851613998413},{"id":"https://openalex.org/C98503990","wikidata":"https://www.wikidata.org/wiki/Q28474","display_name":"Perimeter","level":2,"score":0.4368245005607605},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43076997995376587},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42235037684440613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4149321913719177},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4102991223335266},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.36824706196784973},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13349944353103638},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3430973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430973","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f8d36d094df649d0b5e739caffd93765","is_oa":true,"landing_page_url":"https://doaj.org/article/f8d36d094df649d0b5e739caffd93765","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 178805-178815 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3430973","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430973","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2028376594","display_name":null,"funder_award_id":"61976110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5643267909","display_name":null,"funder_award_id":"ZR2023QH140","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5799686051","display_name":null,"funder_award_id":"ZR2020QF025","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W343066586","https://openalex.org/W1755019942","https://openalex.org/W1990368529","https://openalex.org/W1992270574","https://openalex.org/W1995450389","https://openalex.org/W2007861510","https://openalex.org/W2017846705","https://openalex.org/W2050604187","https://openalex.org/W2058915639","https://openalex.org/W2067191022","https://openalex.org/W2067724039","https://openalex.org/W2068258810","https://openalex.org/W2110897487","https://openalex.org/W2161160262","https://openalex.org/W2293040502","https://openalex.org/W2327037637","https://openalex.org/W2331014448","https://openalex.org/W2411377185","https://openalex.org/W2508793624","https://openalex.org/W2785177491","https://openalex.org/W2789720188","https://openalex.org/W2796565353","https://openalex.org/W2901782057","https://openalex.org/W2927689530","https://openalex.org/W2944692260","https://openalex.org/W3009680904","https://openalex.org/W3048714307","https://openalex.org/W3083265380","https://openalex.org/W3118485224","https://openalex.org/W3131902799","https://openalex.org/W3138231421","https://openalex.org/W3153052370","https://openalex.org/W3194970959","https://openalex.org/W4220869019","https://openalex.org/W4234180827","https://openalex.org/W4235365593","https://openalex.org/W4287891158","https://openalex.org/W4298326351","https://openalex.org/W4364321988","https://openalex.org/W4372232603","https://openalex.org/W4380607244","https://openalex.org/W4380608754","https://openalex.org/W4383227235","https://openalex.org/W4386245957","https://openalex.org/W4391962643","https://openalex.org/W4392559046","https://openalex.org/W6610144941","https://openalex.org/W6714133674"],"related_works":["https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W2417696084","https://openalex.org/W2368782778","https://openalex.org/W1981806953","https://openalex.org/W2147363050","https://openalex.org/W2101066939","https://openalex.org/W1999666783","https://openalex.org/W2007969206","https://openalex.org/W1897324069"],"abstract_inverted_index":{"To":[0],"assess":[1],"various":[2],"segmentation":[3,52,80,109,155],"methods":[4],"for":[5,132,179],"the":[6,29,47,86,91,97,103,108,138,142,152,200,205],"anterior":[7,87,184,216,244],"and":[8,28,72,90,94,105,117,149,167,172,185,204,215,225,233,243],"posterior":[9,98,186,219,222,226,247],"chambers":[10],"in":[11,159,170,189],"ultrasonic":[12],"biomicroscopy":[13],"(UBM)":[14],"images.":[15,191],"UBM":[16,38,128,190],"images":[17,39,129],"were":[18,35,82,112,130,229],"collected":[19],"from":[20],"102":[21],"patients":[22],"diagnosed":[23],"with":[24],"primary":[25],"angle-closure":[26],"glaucoma,":[27],"corresponding":[30],"intraocular":[31],"pressure":[32],"(IOP)":[33],"values":[34,136],"measured.":[36],"The":[37,79,134,209],"are":[40,145],"manually":[41],"segmented":[42],"using":[43,114],"ImageJ":[44],"software":[45],"as":[46],"gold":[48],"standard,":[49],"while":[50],"automatic":[51],"employs":[53],"six":[54],"distinct":[55],"methods:":[56],"Otsu":[57],"threshold,":[58],"K-means,":[59],"fuzzy":[60,64,69,75],"C-means,":[61],"robust":[62,74],"self-sparse":[63],"clustering":[65],"algorithm,":[66,71],"spatial":[67],"intuitionistic":[68],"C-means":[70,76],"fast":[73],"(FRFCM)":[77],"algorithm.":[78],"results":[81,111,140],"used":[83,131,178],"to":[84,164,198],"quantify":[85],"chamber":[88,187,217,220,223,227,245,248],"depth":[89],"area,":[92,221,249],"perimeter,":[93,224,250],"height":[95,228],"of":[96,102,107,124,137,141,182],"chamber.":[99],"Quantitative":[100],"analyses":[101],"accuracy":[104],"reliability":[106],"quantification":[110,207],"conducted":[113],"relative":[115],"error":[116],"intraclass":[118],"correlation":[119,194,211,240],"coefficients":[120,212],"(ICC).":[121],"A":[122],"total":[123],"408":[125],"clear":[126],"enough":[127],"segmentation.":[133],"ICC":[135],"quantitative":[139],"FRFCM":[143],"method":[144],"0.996,":[146],"0.970,":[147,150],"0.986,":[148],"outperforming":[151],"other":[153],"five":[154,206],"methods.":[156],"It":[157],"excels":[158],"accuracy,":[160],"reliability,":[161],"precision":[162],"comparable":[163],"manual":[165],"techniques,":[166],"surpasses":[168],"them":[169],"reproducibility":[171],"efficiency.":[173],"Thus,":[174],"it":[175],"can":[176],"be":[177],"semi-automatic":[180],"analysis":[181,195],"both":[183],"regions":[188],"Additionally,":[192],"Spearman":[193,210],"was":[196],"performed":[197],"explore":[199],"relationship":[201],"between":[202,213,241],"IOPs":[203],"results.":[208],"IOP":[214,242],"depth,":[218,246],"-0.0991,":[230],"-0.0043,":[231],"-0.0321,":[232],"0.0757,":[234],"respectively.":[235],"There":[236],"is":[237],"no":[238],"significant":[239],"or":[251],"height.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
