{"id":"https://openalex.org/W4392905143","doi":"https://doi.org/10.1109/acit58888.2023.10453832","title":"Exploring the Potential of Deep Neural Networks with Gamma and Discrete Wavelet Transform in Breast Cancer Detection","display_name":"Exploring the Potential of Deep Neural Networks with Gamma and Discrete Wavelet Transform in Breast Cancer Detection","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4392905143","doi":"https://doi.org/10.1109/acit58888.2023.10453832"},"language":"en","primary_location":{"id":"doi:10.1109/acit58888.2023.10453832","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-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/A5010194677","display_name":"Ohood F Ismael","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ohood F Ismael","raw_affiliation_strings":["University of Sfax,Dept. Computer Sciences,Diwaniya,Iraq","Dept. Computer Sciences, University of Sfax, Diwaniya, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Sfax,Dept. Computer Sciences,Diwaniya,Iraq","institution_ids":[]},{"raw_affiliation_string":"Dept. Computer Sciences, University of Sfax, Diwaniya, Iraq","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094179117","display_name":"Maryim Omran ALKuzaay","orcid":null},"institutions":[{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Maryim Omran ALKuzaay","raw_affiliation_strings":["University of Kufa Diwaniya,Iraq","University of Kufa Diwaniya, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Kufa Diwaniya,Iraq","institution_ids":["https://openalex.org/I47229656"]},{"raw_affiliation_string":"University of Kufa Diwaniya, Iraq","institution_ids":["https://openalex.org/I47229656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004803772","display_name":"Monji Kherallah","orcid":"https://orcid.org/0000-0002-4549-1005"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Monji Kherallah","raw_affiliation_strings":["University of Sfax,Sfax,Tunisia","University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109952496","display_name":"Fahmi Kammoun","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Fahmi Kammoun","raw_affiliation_strings":["University of Sfax,Sfax,Tunisia","University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010194677"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21178531,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9835000038146973,"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/breast-cancer","display_name":"Breast cancer","score":0.609826922416687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5566980242729187},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5253804922103882},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5088479518890381},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5036155581474304},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4820890724658966},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.46122509241104126},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3553839921951294},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3166581094264984},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17837584018707275}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.609826922416687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5566980242729187},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5253804922103882},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5088479518890381},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5036155581474304},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4820890724658966},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.46122509241104126},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3553839921951294},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3166581094264984},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17837584018707275},{"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/acit58888.2023.10453832","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1974093345","https://openalex.org/W1979999026","https://openalex.org/W1981181485","https://openalex.org/W2054010632","https://openalex.org/W2089445878","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2164598857","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2523246573","https://openalex.org/W2601711680","https://openalex.org/W2611607247","https://openalex.org/W2658383164","https://openalex.org/W2740028789","https://openalex.org/W2744692634","https://openalex.org/W2788388592","https://openalex.org/W2906785117","https://openalex.org/W2913559493","https://openalex.org/W2916253847","https://openalex.org/W2973410689","https://openalex.org/W2987668033","https://openalex.org/W2991372685","https://openalex.org/W2998191383","https://openalex.org/W3002592716","https://openalex.org/W3020996329","https://openalex.org/W3033082321","https://openalex.org/W3128528820","https://openalex.org/W4200184610","https://openalex.org/W4205328913","https://openalex.org/W4246193833","https://openalex.org/W4250651407","https://openalex.org/W4281665821","https://openalex.org/W4296420817","https://openalex.org/W4298168912","https://openalex.org/W4315705397","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6727249380","https://openalex.org/W6737024355","https://openalex.org/W6749290080","https://openalex.org/W6910546390"],"related_works":["https://openalex.org/W183670115","https://openalex.org/W4245420407","https://openalex.org/W1501179639","https://openalex.org/W3199035354","https://openalex.org/W2085792030","https://openalex.org/W1807354010","https://openalex.org/W3143644526","https://openalex.org/W598225674","https://openalex.org/W1588899229","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Breast":[0,101],"cancer":[1,19,45,132],"is":[2,81],"a":[3,21,54],"prevalent":[4],"and":[5,14,28,37,47,66,95,109,137,142,149,161],"life-threatening":[6],"disease":[7],"affecting":[8],"millions":[9],"of":[10,17,120,152],"women":[11],"worldwide.":[12],"Early":[13],"accurate":[15,148],"identification":[16,46,151],"breast":[18,44,131],"plays":[20],"crucial":[22],"role":[23],"in":[24,129],"improving":[25],"patient":[26,164],"outcomes":[27],"survival":[29],"rates.":[30],"In":[31],"recent":[32],"years,":[33],"deep":[34,143],"learning":[35,144],"techniques":[36],"image-processing":[38],"algorithms":[39,69],"have":[40],"emerged":[41],"as":[42],"powerful":[43],"diagnosis":[48],"tools.":[49],"The":[50],"proposed":[51],"approach":[52],"involves":[53],"multi-step":[55],"process,":[56],"starting":[57],"with":[58],"preprocessing":[59],"the":[60,72,88,100,118,121],"mammographic":[61],"images":[62],"using":[63],"gamma":[64],"correction":[65],"wavelet":[67],"analysis":[68],"to":[70,75,83,105,124,157],"enhance":[71],"features":[73,86],"related":[74],"cancerous":[76],"tissues.":[77],"A":[78],"CNN":[79],"architecture":[80],"employed":[82],"extract":[84],"meaningful":[85],"from":[87],"preprocessed":[89],"images.":[90],"AlexNet,":[91],"VGG16,":[92],"Googlenet,":[93],"Resnet18,":[94],"Resnet50":[96],"were":[97],"trained":[98],"on":[99],"Ultrasound":[102],"Images":[103],"Dataset":[104],"classify":[106],"malignant,":[107],"benign,":[108],"normal":[110],"cases.":[111],"AlexNet":[112],"has":[113],"achieved":[114],"higher":[115],"accuracy":[116],"than":[117],"rest":[119],"networks,":[122],"up":[123],"<tex":[125],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[126],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$93.58\\%":[127],"$</tex>,":[128],"detecting":[130],"while":[133],"reducing":[134],"false":[135],"positives":[136],"negatives.":[138],"Combining":[139],"image":[140],"processing":[141],"technologies":[145],"enables":[146],"more":[147],"reliable":[150],"abnormalities,":[153],"enabling":[154],"healthcare":[155],"professionals":[156],"make":[158],"better-informed":[159],"decisions":[160],"deliver":[162],"timely":[163],"interventions.":[165]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}