{"id":"https://openalex.org/W3041464015","doi":"https://doi.org/10.1109/access.2020.3008038","title":"Fusion of Orthogonal Moment Features for Mammographic Mass Detection and Diagnosis","display_name":"Fusion of Orthogonal Moment Features for Mammographic Mass Detection and Diagnosis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3041464015","doi":"https://doi.org/10.1109/access.2020.3008038","mag":"3041464015"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3008038","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008038","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136651.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09136651.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002232112","display_name":"Mohamed W. Abo El-Soud","orcid":"https://orcid.org/0000-0002-3932-9116"},"institutions":[{"id":"https://openalex.org/I195631090","display_name":"Majmaah University","ror":"https://ror.org/01mcrnj60","country_code":"SA","type":"education","lineage":["https://openalex.org/I195631090"]},{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG","SA"],"is_corresponding":true,"raw_author_name":"Mohamed W. Abo El-Soud","raw_affiliation_strings":["Department of Computer Science and Information, College of Science, Majmaah University, Al Majma\u2019ah, Saudi Arabia","Department of Information System, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt","Department of Computer Science and Information, College of Science, Majmaah University, Al Majma'ah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information, College of Science, Majmaah University, Al Majma\u2019ah, Saudi Arabia","institution_ids":["https://openalex.org/I195631090"]},{"raw_affiliation_string":"Department of Information System, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Department of Computer Science and Information, College of Science, Majmaah University, Al Majma'ah, Saudi Arabia","institution_ids":["https://openalex.org/I195631090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057388161","display_name":"Imad Zyout","orcid":"https://orcid.org/0000-0003-1449-1069"},"institutions":[{"id":"https://openalex.org/I114432678","display_name":"Tafila Technical University","ror":"https://ror.org/04jzmk773","country_code":"JO","type":"education","lineage":["https://openalex.org/I114432678"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Imad Zyout","raw_affiliation_strings":["Communications, Electronics Engineering, and Computer Engineering Department, Tafila Technical University, Tafila, Jordan"],"affiliations":[{"raw_affiliation_string":"Communications, Electronics Engineering, and Computer Engineering Department, Tafila Technical University, Tafila, Jordan","institution_ids":["https://openalex.org/I114432678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074599271","display_name":"Khalid M. Hosny","orcid":"https://orcid.org/0000-0001-8065-8977"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Khalid M. Hosny","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051236746","display_name":"Mohamed Meselhy Eltoukhy","orcid":"https://orcid.org/0000-0003-0205-2210"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"Jeddah University","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]},{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Mohamed Meselhy Eltoukhy","raw_affiliation_strings":["College of Computing and Information Technology, Khulais, University of Jeddah, Jeddah, Saudi Arabia","Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt"],"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, Khulais, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002232112"],"corresponding_institution_ids":["https://openalex.org/I114794399","https://openalex.org/I195631090"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.193,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83490905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"129911","last_page":"129923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.996399998664856,"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":0.996399998664856,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9879000186920166,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6272997260093689},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5503555536270142},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5343384742736816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5078633427619934},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49128812551498413},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.443936824798584},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.38233625888824463},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.2880231738090515},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.13343209028244019},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10652819275856018},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08245867490768433}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6272997260093689},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5503555536270142},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5343384742736816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5078633427619934},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49128812551498413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.443936824798584},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.38233625888824463},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.2880231738090515},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.13343209028244019},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10652819275856018},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08245867490768433},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3008038","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008038","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136651.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fd2d146836fa439083bd6052635070d4","is_oa":true,"landing_page_url":"https://doaj.org/article/fd2d146836fa439083bd6052635070d4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 129911-129923 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3008038","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008038","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136651.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G5433643645","display_name":null,"funder_award_id":"R-1441-141","funder_id":"https://openalex.org/F4320324553","funder_display_name":"Majmaah University"}],"funders":[{"id":"https://openalex.org/F4320324553","display_name":"Majmaah University","ror":"https://ror.org/01mcrnj60"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041464015.pdf","grobid_xml":"https://content.openalex.org/works/W3041464015.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W38748196","https://openalex.org/W41027960","https://openalex.org/W1804827639","https://openalex.org/W1967253298","https://openalex.org/W1974883251","https://openalex.org/W1976426738","https://openalex.org/W1998865404","https://openalex.org/W2002844990","https://openalex.org/W2003903301","https://openalex.org/W2004536721","https://openalex.org/W2005308636","https://openalex.org/W2023418037","https://openalex.org/W2032215398","https://openalex.org/W2035626876","https://openalex.org/W2063817871","https://openalex.org/W2076602954","https://openalex.org/W2079298033","https://openalex.org/W2079913294","https://openalex.org/W2092886150","https://openalex.org/W2119982438","https://openalex.org/W2136440763","https://openalex.org/W2136464553","https://openalex.org/W2152195021","https://openalex.org/W2155904657","https://openalex.org/W2462788695","https://openalex.org/W2543580944","https://openalex.org/W2736076995","https://openalex.org/W2749477451","https://openalex.org/W2756989930","https://openalex.org/W2782113230","https://openalex.org/W2786188306","https://openalex.org/W2801016442","https://openalex.org/W2808626852","https://openalex.org/W2909082165","https://openalex.org/W2965758364","https://openalex.org/W2967537800","https://openalex.org/W3011979329","https://openalex.org/W3016625845","https://openalex.org/W3024933403","https://openalex.org/W6601564956","https://openalex.org/W6670443520","https://openalex.org/W6774829378"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W4400094315","https://openalex.org/W2090763504","https://openalex.org/W1514924336","https://openalex.org/W2970784617","https://openalex.org/W2126639667","https://openalex.org/W2217963778","https://openalex.org/W2474554762","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Masses":[0],"are":[1,46,60],"mammographic":[2,28],"nonpalpable":[3],"signs":[4],"of":[5,38,105,142,154],"breast":[6],"cancer.":[7],"These":[8,43],"masses":[9,29,109],"could":[10],"be":[11],"detected":[12],"using":[13,79,90],"screening":[14],"mammography.":[15],"This":[16],"paper":[17],"proposed":[18,86],"a":[19],"system":[20,87],"utilizing":[21],"orthogonal":[22],"moment":[23],"invariants":[24],"(OMIs)":[25],"features":[26,40,45,59,107,119,144],"for":[27,71,108,150],"detection":[30,110,123],"and":[31,53,62,111,138],"diagnosis.":[32],"In":[33],"this":[34],"work,":[35],"three":[36],"sets":[37],"OMIs":[39,44,106,118,143],"were":[41],"extracted.":[42],"Gaussian-Hermite":[47],"moments":[48,51,55],"(GHMs),":[49],"Gegenbauer":[50],"(GeMs),":[52],"Legendre":[54],"(LMs).":[56],"The":[57,74,85,98],"extracted":[58,93],"fused":[61],"presented":[63],"to":[64],"the":[65,80,95,102,117,126,129,139,152],"particle":[66],"swarm":[67],"optimization":[68],"(PSO)":[69],"algorithm":[70],"feature":[72],"selection.":[73],"classification":[75],"step":[76],"is":[77,88,135,145],"achieved":[78],"support":[81],"vector":[82],"machine":[83],"(SVM).":[84],"evaluated":[89],"400":[91],"regions,":[92],"from":[94],"DDSM":[96],"dataset.":[97],"obtained":[99],"results":[100],"reveal":[101],"promising":[103],"application":[104],"identification.":[112],"It":[113],"shows":[114],"that":[115],"fusing":[116],"produces":[120],"an":[121],"acceptable":[122],"performance":[124,141],"where":[125],"area":[127],"under":[128],"receiver":[130],"operating":[131],"characteristics":[132],"(ROC)":[133],"curve":[134],"$Az=0.969\\pm":[136],"0.01$":[137],"best":[140],"$Az":[146],"=":[147],"0.856\\pm":[148],"0.053$":[149],"characterizing":[151],"malignancy":[153],"masses.":[155]},"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
