{"id":"https://openalex.org/W2009797575","doi":"https://doi.org/10.1117/12.709426","title":"Using Pareto fronts to evaluate polyp detection algorithms for CT colonography","display_name":"Using Pareto fronts to evaluate polyp detection algorithms for CT colonography","publication_year":2007,"publication_date":"2007-03-08","ids":{"openalex":"https://openalex.org/W2009797575","doi":"https://doi.org/10.1117/12.709426","mag":"2009797575"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.709426","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":"https://digitalcommons.odu.edu/context/ece_fac_pubs/article/1386/viewcontent/Li_2007_UsingParetoFrontstoEvaluatePolypDetectionAlgorithmsOCR.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101659527","display_name":"Adam Huang","orcid":"https://orcid.org/0000-0001-5478-2763"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Huang","raw_affiliation_strings":["National Institutes of Health"],"affiliations":[{"raw_affiliation_string":"National Institutes of Health","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392349","display_name":"Jiang Li","orcid":"https://orcid.org/0000-0001-5596-9159"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiang Li","raw_affiliation_strings":["National Institutes of Health"],"affiliations":[{"raw_affiliation_string":"National Institutes of Health","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016047550","display_name":"Ronald M. Summers","orcid":"https://orcid.org/0000-0001-8081-7376"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald M. Summers","raw_affiliation_strings":["National Institutes of Health"],"affiliations":[{"raw_affiliation_string":"National Institutes of Health","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006593300","display_name":"Nicholas Petrick","orcid":"https://orcid.org/0000-0001-5167-8899"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Petrick","raw_affiliation_strings":["United States Food and Drug Administration,"],"affiliations":[{"raw_affiliation_string":"United States Food and Drug Administration,","institution_ids":["https://openalex.org/I1320320070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111857975","display_name":"Amy K. Hara","orcid":null},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy K. Hara","raw_affiliation_strings":["Mayo Clinic, United States."],"affiliations":[{"raw_affiliation_string":"Mayo Clinic, United States.","institution_ids":["https://openalex.org/I1330342723"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.494,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":5,"citation_normalized_percentile":{"value":0.555204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":79},"biblio":{"volume":"6514","issue":null,"first_page":"651407","last_page":"651407"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.996,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.996,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9925,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/pareto-optimal","display_name":"Pareto optimal","score":0.48401973},{"id":"https://openalex.org/keywords/pareto-analysis","display_name":"Pareto analysis","score":0.42682898}],"concepts":[{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.7111759},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.66107124},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.64812255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.59825766},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5330243},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.48401973},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48109147},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.46458226},{"id":"https://openalex.org/C118127601","wikidata":"https://www.wikidata.org/wiki/Q3797610","display_name":"Pareto analysis","level":3,"score":0.42682898},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4235088},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4191754},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30045426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28600815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19072744},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07431698},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.709426","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/context/ece_fac_pubs/article/1386/viewcontent/Li_2007_UsingParetoFrontstoEvaluatePolypDetectionAlgorithmsOCR.pdf","pdf_url":"https://digitalcommons.odu.edu/context/ece_fac_pubs/article/1386/viewcontent/Li_2007_UsingParetoFrontstoEvaluatePolypDetectionAlgorithmsOCR.pdf","source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":["Old Dominion University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/ece_fac_pubs/377","pdf_url":"https://digitalcommons.odu.edu/cgi/viewcontent.cgi?article=1386&context=ece_fac_pubs","source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":["Old Dominion University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/context/ece_fac_pubs/article/1386/viewcontent/Li_2007_UsingParetoFrontstoEvaluatePolypDetectionAlgorithmsOCR.pdf","pdf_url":"https://digitalcommons.odu.edu/context/ece_fac_pubs/article/1386/viewcontent/Li_2007_UsingParetoFrontstoEvaluatePolypDetectionAlgorithmsOCR.pdf","source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":["Old Dominion University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W1565212980","https://openalex.org/W1585939719","https://openalex.org/W1981444270","https://openalex.org/W1996775476","https://openalex.org/W2019880120","https://openalex.org/W2040438530","https://openalex.org/W2068305440","https://openalex.org/W2140066605","https://openalex.org/W4248721357"],"related_works":["https://openalex.org/W4300308878","https://openalex.org/W317165722","https://openalex.org/W2969026648","https://openalex.org/W2728870795","https://openalex.org/W2470758391","https://openalex.org/W2358268639","https://openalex.org/W2166566913","https://openalex.org/W2090178682","https://openalex.org/W2051213170","https://openalex.org/W1588199609"],"abstract_inverted_index":{"We":[0,172],"evaluate":[1,160],"and":[2,43,164],"improve":[3],"an":[4,161],"existing":[5,162],"curvature-based":[6],"region":[7,169],"growing":[8,170],"algorithm":[9,33,199],"for":[10,14,94,102],"colonic":[11],"polyp":[12,31],"detection":[13,20,32,47],"our":[15],"CT":[16],"colonography":[17],"(CTC)":[18],"computer-aided":[19],"(CAD)":[21],"system":[22,113],"by":[23,233],"using":[24,193],"Pareto":[25,66,72,92,179,186,209],"fronts.":[26,187],"The":[27,188,197],"performance":[28,189],"of":[29,61,81,140,150,206],"a":[30,54,59,65,71,128,133,166,174,194,217],"involves":[34],"two":[35,83],"conflicting":[36],"objectives,":[37],"minimizing":[38],"both":[39],"false":[40,44],"negative":[41],"(FN)":[42],"positive":[45,148],"(FP)":[46],"rates.":[48],"This":[49],"problem":[50],"does":[51],"not":[52],"produce":[53],"single":[55],"optimal":[56],"solution":[57,69],"but":[58],"set":[60,139],"solutions":[62,78],"known":[63],"as":[64,222],"front.":[67],"Any":[68],"in":[70,79,109,204],"front":[73],"can":[74],"only":[75],"outperform":[76],"other":[77],"one":[80,203],"the":[82,91,115,177,185,201,207,228],"competing":[84],"objectives.":[85],"Using":[86],"evolutionary":[87],"algorithms":[88],"to":[89,154,159,183],"find":[90,184],"fronts":[93,210],"multi-objective":[95],"optimization":[96],"problems":[97],"has":[98],"been":[99],"common":[100],"practice":[101],"years.":[103],"However,":[104],"they":[105],"are":[106,191],"rarely":[107],"investigated":[108],"any":[110],"CTC":[111,142],"CAD":[112],"because":[114],"computation":[116],"cost":[117],"is":[118,157,231],"inherently":[119],"expensive.":[120],"To":[121],"circumvent":[122],"this":[123],"problem,":[124],"we":[125],"have":[126],"developed":[127],"parallel":[129],"program":[130],"implemented":[131],"on":[132],"Linux":[134],"cluster":[135],"environment.":[136],"A":[137],"data":[138],"56":[141],"colon":[143],"surfaces":[144],"with":[145],"87":[146],"proven":[147],"detections":[149],"polyps":[151],"sized":[152],"4":[153],"60":[155],"mm":[156],"used":[158],"one-step,":[163],"derive":[165],"new":[167,198],"two-step":[168],"algorithm.":[171],"use":[173],"popular":[175],"algorithm,":[176],"Strength":[178],"Evolutionary":[180],"Algorithm":[181],"(SPEA2),":[182],"differences":[190],"evaluated":[192],"statistical":[195],"approach.":[196],"outperforms":[200],"old":[202],"81.6%":[205],"sampled":[208],"from":[211],"20":[212],"simulations.":[213],"When":[214],"operated":[215],"at":[216],"suitable":[218],"sensitivity":[219],"level":[220],"such":[221],"90.8%":[223],"(79/87)":[224],"or":[225,235],"88.5%":[226],"(77/87),":[227],"FP":[229],"rate":[230],"decreased":[232],"24.4%":[234],"45.8%":[236],"respectively.":[237]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2009797575","counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-03-18T00:18:25.792266","created_date":"2016-06-24"}