{"id":"https://openalex.org/W2911963736","doi":"https://doi.org/10.3233/jifs-169974","title":"CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI","display_name":"CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI","publication_year":2019,"publication_date":"2019-01-23","ids":{"openalex":"https://openalex.org/W2911963736","doi":"https://doi.org/10.3233/jifs-169974","mag":"2911963736"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169974","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169974","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"article","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/A5005002793","display_name":"Ibtihaj Ahmad","orcid":"https://orcid.org/0000-0002-6628-6967"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ibtihaj Ahmad","raw_affiliation_strings":["Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101495121","display_name":"Farhan Hussain","orcid":"https://orcid.org/0000-0001-9073-5892"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Farhan Hussain","raw_affiliation_strings":["Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103834638","display_name":"Shoab Ahmad Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shoab Ahmad Khan","raw_affiliation_strings":["Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101667495","display_name":"Usman Akram","orcid":"https://orcid.org/0000-0003-2871-6679"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Usman Akram","raw_affiliation_strings":["Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, College of EME, National University of Sciences and Technology, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049449184","display_name":"Gwanggil Jeon","orcid":"https://orcid.org/0000-0002-0651-4278"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Gwanggil Jeon","raw_affiliation_strings":["Department of Embedded Systems Engineering, College of Information Technology, Incheon National University, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Embedded Systems Engineering, College of Information Technology, Incheon National University, Korea","institution_ids":["https://openalex.org/I146429904"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049449184","https://openalex.org/A5101495121"],"corresponding_institution_ids":["https://openalex.org/I146429904","https://openalex.org/I929597975"],"apc_list":null,"apc_paid":null,"fwci":1.016,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76203649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"5","first_page":"4153","last_page":"4164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9976000189781189,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9976000189781189,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9975000023841858,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9952999949455261,"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/ventricle","display_name":"Ventricle","score":0.8213664293289185},{"id":"https://openalex.org/keywords/left-atrium","display_name":"Left atrium","score":0.8195879459381104},{"id":"https://openalex.org/keywords/cardiac-ventricle","display_name":"Cardiac Ventricle","score":0.5957505106925964},{"id":"https://openalex.org/keywords/left-ventricles","display_name":"Left Ventricles","score":0.5912051796913147},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4698661267757416},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.45829614996910095},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4436376094818115},{"id":"https://openalex.org/keywords/left-and-right","display_name":"Left and right","score":0.4345972239971161},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36577919125556946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.270206093788147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24164995551109314},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.04553458094596863}],"concepts":[{"id":"https://openalex.org/C2778921608","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Ventricle","level":2,"score":0.8213664293289185},{"id":"https://openalex.org/C2777615863","wikidata":"https://www.wikidata.org/wiki/Q1074839","display_name":"Left atrium","level":3,"score":0.8195879459381104},{"id":"https://openalex.org/C2910288590","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Cardiac Ventricle","level":3,"score":0.5957505106925964},{"id":"https://openalex.org/C2910207319","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Left Ventricles","level":3,"score":0.5912051796913147},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4698661267757416},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.45829614996910095},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4436376094818115},{"id":"https://openalex.org/C2776719672","wikidata":"https://www.wikidata.org/wiki/Q17098435","display_name":"Left and right","level":2,"score":0.4345972239971161},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36577919125556946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.270206093788147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24164995551109314},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.04553458094596863},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169974","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169974","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1577379494","https://openalex.org/W1974373578","https://openalex.org/W1987512289","https://openalex.org/W1987869189","https://openalex.org/W1990695410","https://openalex.org/W2001593947","https://openalex.org/W2016557504","https://openalex.org/W2044568905","https://openalex.org/W2060128769","https://openalex.org/W2071466970","https://openalex.org/W2076426701","https://openalex.org/W2078056801","https://openalex.org/W2101689475","https://openalex.org/W2103877420","https://openalex.org/W2105662033","https://openalex.org/W2105687765","https://openalex.org/W2109472311","https://openalex.org/W2116678447","https://openalex.org/W2118710752","https://openalex.org/W2125637308","https://openalex.org/W2136767133","https://openalex.org/W2151088344","https://openalex.org/W2153475545","https://openalex.org/W2154737100","https://openalex.org/W2155867430","https://openalex.org/W2158240273","https://openalex.org/W2163960877","https://openalex.org/W2165680220","https://openalex.org/W2169684871","https://openalex.org/W2171790646","https://openalex.org/W2172064726","https://openalex.org/W2204117167","https://openalex.org/W2232305092","https://openalex.org/W2241711384","https://openalex.org/W2301705447","https://openalex.org/W2313649589","https://openalex.org/W2337438617","https://openalex.org/W2473620344","https://openalex.org/W2548808889","https://openalex.org/W2561189506","https://openalex.org/W2772808728","https://openalex.org/W2789036808"],"related_works":["https://openalex.org/W3003344516","https://openalex.org/W2905533187","https://openalex.org/W1992142458","https://openalex.org/W2602088477","https://openalex.org/W20320560","https://openalex.org/W3194890251","https://openalex.org/W2756508614","https://openalex.org/W3165723505","https://openalex.org/W2525123666","https://openalex.org/W2921241440","https://openalex.org/W2187508754","https://openalex.org/W624729803","https://openalex.org/W2885149986","https://openalex.org/W2148272229","https://openalex.org/W2816011811","https://openalex.org/W1851389655","https://openalex.org/W1539224090","https://openalex.org/W2003473684","https://openalex.org/W3003148514","https://openalex.org/W2902040587"],"abstract_inverted_index":{"3D":[0,107,163,179],"Cardiac":[1],"Magnetic":[2],"Resonance":[3],"Imaging":[4],"(MRI)":[5],"is":[6,29,42,67,79,171,217,227],"widely":[7],"used":[8,133],"for":[9,82,96,134,187,200],"the":[10,32,46,60,87,118,153,166,174,188,221,224],"diagnosis":[11,189],"of":[12,31,62,120,165,190,203,223],"cardiac":[13,37,97,108],"diseases":[14],"such":[15],"as":[16],"congenital":[17],"heart":[18,192],"defect,":[19],"left":[20,24],"ventricular":[21],"hypertrophy":[22,26],"and":[23,64,70,102,124,142,151,155,169,205,229],"atrium":[25],"etc.":[27],"It":[28,226],"one":[30],"noninvasive":[33],"technique":[34,41],"to":[35,54,85,149],"examine":[36,86],"anatomy.":[38],"However":[39],"this":[40,135],"semi-":[43],"automatic,":[44],"i.e.":[45],"images":[47],"obtained":[48],"directly":[49],"from":[50,173],"MRI":[51,109],"machine":[52],"have":[53,208],"be":[55],"segmented":[56,167],"manually.":[57],"This":[58,89,177],"includes":[59],"segmentation":[61,99,212],"chambers":[63],"vessels,":[65],"which":[66],"quite":[68],"complex":[69],"requires":[71],"specialized":[72],"technical":[73],"knowledge.":[74],"Without":[75],"proper":[76],"segmentation,":[77],"it":[78,145],"extremely":[80],"difficult":[81],"medical":[83],"staff":[84],"data.":[88],"paper":[90],"suggest":[91],"a":[92,162],"fully":[93],"automatic":[94],"method":[95,116],"chamber":[98],"(Left":[100],"Atrium":[101,122],"Left":[103,121,125],"Ventricle":[104,126],"pair)":[105],"in":[106,183],"based":[110,138,158],"on":[111,139,159],"artificial":[112],"intelligence.":[113],"The":[114,131,194,214],"proposed":[115,195,215],"identifies":[117],"junction":[119],"(LA)":[123],"(LV)":[127],"using":[128],"neural":[129],"networks.":[130],"features":[132],"purpose":[136],"are":[137],"shape,":[140],"size":[141],"position.":[143],"Then":[144],"uses":[146],"traditional":[147],"methods":[148],"track":[150],"stack":[152],"upper":[154],"lower":[156],"slices":[157],"neighborhood.":[160],"I.e.":[161],"model":[164,181],"LA":[168],"LV":[170,204],"reconstructed":[172],"2D":[175],"format.":[176],"enhanced":[178],"image":[180],"helps":[182],"deducing":[184],"quality":[185],"information":[186],"various":[191],"diseases.":[193],"algorithm":[196,216],"shows":[197],"acceptable":[198],"performances":[199],"all":[201],"planes":[202],"LA.":[206],"We":[207],"achieved":[209],"91.57%":[210],"mean":[211],"accuracy.":[213],"not":[218],"effected":[219],"by":[220],"thickness":[222],"slices.":[225],"simple":[228],"computationally":[230],"less":[231],"intensive":[232],"than":[233],"existing":[234],"algorithms.":[235]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}