{"id":"https://openalex.org/W4362499050","doi":"https://doi.org/10.1109/accthpa57160.2023.10083387","title":"Diagnosis of Mammographic Images for Breast Cancer Detection using FF-CSO Algorithm","display_name":"Diagnosis of Mammographic Images for Breast Cancer Detection using FF-CSO Algorithm","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4362499050","doi":"https://doi.org/10.1109/accthpa57160.2023.10083387"},"language":"en","primary_location":{"id":"doi:10.1109/accthpa57160.2023.10083387","doi":"https://doi.org/10.1109/accthpa57160.2023.10083387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/accthpa57160.2023.10083387","pdf_url":null,"source":{"id":"https://openalex.org/S7407087425","display_name":"Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5083545028","display_name":"Rashmi V. Pawar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210116054","display_name":"BLDE (Deemed to be University)","ror":"https://ror.org/02bdf7k74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210116054"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rashmi V Pawar","raw_affiliation_strings":["BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electrical and Electronics,Vijayapur","Department of Electrical and Electronics, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electrical and Electronics,Vijayapur","institution_ids":["https://openalex.org/I4210116054"]},{"raw_affiliation_string":"Department of Electrical and Electronics, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur","institution_ids":["https://openalex.org/I4210116054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030174386","display_name":"Santosh L. Saraf","orcid":"https://orcid.org/0000-0002-8584-4194","observed_orcids":["https://orcid.org/0000-0002-8584-4194"]},"institutions":[{"id":"https://openalex.org/I4400573169","display_name":"KLS Gogte Institute of Technology","ror":"https://ror.org/04ytecw04","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400573169"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santosh Saraf","raw_affiliation_strings":["KLS Gogte Institute of Technology,Department of Electronics and Communication,Belagavi","Department of Electronics and Communication, KLS Gogte Institute of Technology, Belagavi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KLS Gogte Institute of Technology,Department of Electronics and Communication,Belagavi","institution_ids":["https://openalex.org/I4400573169"]},{"raw_affiliation_string":"Department of Electronics and Communication, KLS Gogte Institute of Technology, Belagavi","institution_ids":["https://openalex.org/I4400573169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088992766","display_name":"Umesh D. Dixit","orcid":"https://orcid.org/0000-0002-0831-101X","observed_orcids":["https://orcid.org/0000-0002-0831-101X"]},"institutions":[{"id":"https://openalex.org/I4210116054","display_name":"BLDE (Deemed to be University)","ror":"https://ror.org/02bdf7k74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210116054"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Umesh Dixit","raw_affiliation_strings":["BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electronics and Communication,Vijayapur","Department of Electronics and Communication, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electronics and Communication,Vijayapur","institution_ids":["https://openalex.org/I4210116054"]},{"raw_affiliation_string":"Department of Electronics and Communication, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur","institution_ids":["https://openalex.org/I4210116054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035241807","display_name":"Ambaji S. Jadhav","orcid":"https://orcid.org/0000-0001-5990-8476","observed_orcids":["https://orcid.org/0000-0001-5990-8476"]},"institutions":[{"id":"https://openalex.org/I4210116054","display_name":"BLDE (Deemed to be University)","ror":"https://ror.org/02bdf7k74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210116054"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ambaji S Jadhav","raw_affiliation_strings":["BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electrical and Electronics,Vijayapur","Department of Electrical and Electronics, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech.,Department of Electrical and Electronics,Vijayapur","institution_ids":["https://openalex.org/I4210116054"]},{"raw_affiliation_string":"Department of Electrical and Electronics, BLDEAs V.P. Dr. P.G.H. college of Engg. and Tech., Vijayapur","institution_ids":["https://openalex.org/I4210116054"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7933,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72548354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.05550000071525574,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0034000000450760126,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer-detection","display_name":"breast cancer detection","score":0.9909999966621399},{"id":"https://openalex.org/keywords/mammography","display_name":"mammography","score":0.9279999732971191},{"id":"https://openalex.org/keywords/pectoral-muscle-removal","display_name":"pectoral muscle removal","score":0.8330000042915344},{"id":"https://openalex.org/keywords/active-contour-segmentation","display_name":"active contour segmentation","score":0.9179999828338623},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"firefly algorithm","score":0.9139999747276306},{"id":"https://openalex.org/keywords/chicken-swarm-optimization","display_name":"chicken swarm optimization","score":0.9980000257492065},{"id":"https://openalex.org/keywords/hybrid-metaheuristic-algorithm","display_name":"hybrid metaheuristic","score":0.875},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"deep belief network","score":0.7590000033378601},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.6660000085830688},{"id":"https://openalex.org/keywords/local-binary-pattern-features","display_name":"local binary pattern features","score":0.8920000195503235},{"id":"https://openalex.org/keywords/breast-tumor-classification","display_name":"breast tumor classification","score":0.5699999928474426}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7647785544395447},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6871799230575562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6814607977867126},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6775428056716919},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6128841042518616},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5542037487030029},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.548304557800293},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5175628066062927},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4712909758090973},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45339444279670715},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.399271696805954},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15594127774238586},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/accthpa57160.2023.10083387","doi":"https://doi.org/10.1109/accthpa57160.2023.10083387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/accthpa57160.2023.10083387","pdf_url":null,"source":{"id":"https://openalex.org/S7407087425","display_name":"Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8371999859809875,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2052380666","https://openalex.org/W2729218939","https://openalex.org/W2809723846","https://openalex.org/W2885557368","https://openalex.org/W2909082165","https://openalex.org/W2984544647","https://openalex.org/W2997568695","https://openalex.org/W3015130244","https://openalex.org/W3023402959","https://openalex.org/W4210356442"],"related_works":["https://openalex.org/W7154593476","https://openalex.org/W4313272849","https://openalex.org/W3132273349","https://openalex.org/W4285229310","https://openalex.org/W4391247750","https://openalex.org/W2969051615","https://openalex.org/W7223330741","https://openalex.org/W4399565540","https://openalex.org/W2936245486","https://openalex.org/W4394760743"],"abstract_inverted_index":{"Many":[0],"diseases":[1],"in":[2,41,130],"the":[3,19,38,42,52,68,77,98,102,112,175,177,194,203],"human":[4],"being":[5],"are":[6,143,152],"can":[7,27,63],"be":[8,28,64],"detected":[9,65],"through":[10,22],"different":[11,140],"imaging":[12,20],"technology.":[13],"The":[14,30,56,86,149,206],"mammography":[15],"is":[16,34,73,90,107,159,172,180,210],"one":[17],"of":[18,54,126,168],"technique":[21],"which":[23],"breast":[24,32,43,70,78,88],"cancer":[25,44,57,113,127],"cells":[26],"identified.":[29],"mammographic":[31,87,117],"image":[33,89,118],"preprocessed":[35],"for":[36,50,97,192,211],"eradicating":[37],"pectoral":[39,95],"muscle":[40,96],"identification":[45],"that":[46,185],"contains":[47],"a":[48],"mammogram":[49],"encircling":[51],"process":[53,179],"detection.":[55],"tissues":[58,80],"having":[59],"higher":[60],"pixel":[61],"intensities":[62],"easier":[66],"than":[67],"remaining":[69],"region.":[71],"It":[72],"difficult":[74],"to":[75,93,109,145,181,188],"classify":[76],"tumor":[79],"into":[81],"malignant":[82],"and":[83,154,164],"benign":[84],"ones.":[85],"generally":[91],"pre-processed":[92],"eliminate":[94],"optimal":[99],"diagnosis.":[100],"Further,":[101],"active":[103],"contour":[104],"based":[105],"segmentation":[106,133,171],"done":[108],"separate":[110],"out":[111],"region":[114,125,187],"from":[115,184,202],"entire":[116],"acquired":[119],"by":[120],"special":[121],"technique.":[122],"Segmenting":[123],"accurate":[124],"will":[128],"help":[129],"classification":[131],"so":[132],"stage":[134],"has":[135],"its":[136],"own":[137],"importance.":[138],"Two":[139],"optimization":[141,147,157],"algorithms":[142,150],"merged":[144],"improve":[146],"accuracy.":[148],"considered":[151],"Firefly":[153],"chicken":[155],"swarm":[156],"(FF-CSO)":[158],"used":[160],"optimize":[161,165],"feature":[162],"set":[163],"error":[166],"function":[167],"DBN.":[169],"Once":[170],"performed":[173],"on":[174],"image,":[176],"next":[178],"extract":[182],"features":[183,201],"segmented":[186,204],"collect":[189],"useful":[190],"information":[191],"distinguishing":[193],"cases.":[195],"In":[196],"this":[197],"we":[198],"extracted":[199],"LBP":[200],"images.":[205],"deep":[207],"learning":[208],"architectures":[209],"classification.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-04-05T00:00:00"}
