{"id":"https://openalex.org/W4391129161","doi":"https://doi.org/10.1109/icca59364.2023.10401672","title":"A Comprehensive Review of Breast Cancer Early Detection Using Thermography and Convolutional Neural Networks","display_name":"A Comprehensive Review of Breast Cancer Early Detection Using Thermography and Convolutional Neural Networks","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391129161","doi":"https://doi.org/10.1109/icca59364.2023.10401672"},"language":"en","primary_location":{"id":"doi:10.1109/icca59364.2023.10401672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca59364.2023.10401672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"},"type":"review","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/A5112481607","display_name":"Basant Ali Sayed","orcid":null},"institutions":[{"id":"https://openalex.org/I3130228804","display_name":"Heliopolis University","ror":"https://ror.org/02tme6r37","country_code":"EG","type":"education","lineage":["https://openalex.org/I3130228804"]},{"id":"https://openalex.org/I4210152378","display_name":"Higher Institute for Qualitative Studies","ror":"https://ror.org/049jpg876","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210152378"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Basant Ali Sayed","raw_affiliation_strings":["Higher Institute of Qualitative Studies,dept. Information System,Heliopolis Cairo,Egypt","dept. Information System, Higher Institute of Qualitative Studies, Heliopolis Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Higher Institute of Qualitative Studies,dept. Information System,Heliopolis Cairo,Egypt","institution_ids":["https://openalex.org/I4210152378","https://openalex.org/I3130228804"]},{"raw_affiliation_string":"dept. Information System, Higher Institute of Qualitative Studies, Heliopolis Cairo, Egypt","institution_ids":["https://openalex.org/I4210152378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067062804","display_name":"Ahmed Sharaf Eldin","orcid":"https://orcid.org/0000-0003-2245-8349"},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Sharaf Eldin","raw_affiliation_strings":["Helwan University,Faculty of Computers & Artificial Intelligence,dept. Information System,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Helwan University,Faculty of Computers & Artificial Intelligence,dept. Information System,Cairo,Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060914903","display_name":"Doaa S. Elzanfaly","orcid":"https://orcid.org/0000-0002-2590-0000"},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Doaa Saad Elzanfaly","raw_affiliation_strings":["Helwan University,Faculty of Computers & Artificial Intelligence,dept. Information System,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Helwan University,Faculty of Computers & Artificial Intelligence,dept. Information System,Cairo,Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013863532","display_name":"Amr S. Ghoneim","orcid":"https://orcid.org/0000-0003-3522-4875"},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amr S. Ghoneim","raw_affiliation_strings":["Helwan University,Faculty of Computers & Artificial Intelligence,dept. Computer Science,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Helwan University,Faculty of Computers & Artificial Intelligence,dept. Computer Science,Cairo,Egypt","institution_ids":["https://openalex.org/I84058292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112481607"],"corresponding_institution_ids":["https://openalex.org/I3130228804","https://openalex.org/I4210152378"],"apc_list":null,"apc_paid":null,"fwci":0.9462,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77447616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9998999834060669,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9998999834060669,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.727952778339386},{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.6763836145401001},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5663354396820068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5428324937820435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5179197192192078},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5103527903556824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49505868554115295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48747849464416504},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4524376392364502},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44303464889526367},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.42037928104400635},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3507019281387329},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3230499029159546},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15655001997947693},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12116625905036926},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.07537791132926941}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.727952778339386},{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.6763836145401001},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5663354396820068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5428324937820435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5179197192192078},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5103527903556824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49505868554115295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48747849464416504},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4524376392364502},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44303464889526367},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.42037928104400635},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3507019281387329},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3230499029159546},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15655001997947693},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12116625905036926},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.07537791132926941},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca59364.2023.10401672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca59364.2023.10401672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1570346148","https://openalex.org/W1970199916","https://openalex.org/W1974490858","https://openalex.org/W1977449438","https://openalex.org/W2050056063","https://openalex.org/W2083204580","https://openalex.org/W2093467178","https://openalex.org/W2107032759","https://openalex.org/W2121658700","https://openalex.org/W2129049149","https://openalex.org/W2149191775","https://openalex.org/W2270296303","https://openalex.org/W2345893053","https://openalex.org/W2518129376","https://openalex.org/W2547373770","https://openalex.org/W2550064190","https://openalex.org/W2586089970","https://openalex.org/W2592376082","https://openalex.org/W2756028175","https://openalex.org/W2766182377","https://openalex.org/W2766442486","https://openalex.org/W2795061970","https://openalex.org/W2809254203","https://openalex.org/W2889206953","https://openalex.org/W2911605224","https://openalex.org/W2942254238","https://openalex.org/W2942803597","https://openalex.org/W2943776946","https://openalex.org/W2944790770","https://openalex.org/W2948328522","https://openalex.org/W2949064955","https://openalex.org/W2953740253","https://openalex.org/W2976660927","https://openalex.org/W2979363603","https://openalex.org/W2981803692","https://openalex.org/W2989010209","https://openalex.org/W2993128623","https://openalex.org/W2997797021","https://openalex.org/W3000651604","https://openalex.org/W3013091362","https://openalex.org/W3022192153","https://openalex.org/W3036906813","https://openalex.org/W3039590474","https://openalex.org/W3041016726","https://openalex.org/W3080534195","https://openalex.org/W3092028788","https://openalex.org/W3095915561","https://openalex.org/W3142002010","https://openalex.org/W3159137217","https://openalex.org/W3163674712","https://openalex.org/W3181932191","https://openalex.org/W3188452244","https://openalex.org/W3207759869","https://openalex.org/W4205972902","https://openalex.org/W4206439778","https://openalex.org/W4226267190","https://openalex.org/W6728734912"],"related_works":["https://openalex.org/W2620662450","https://openalex.org/W174278852","https://openalex.org/W2069527050","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,23,54],"is":[2,63,112],"a":[3,12,66,80,117],"frequently":[4],"diagnosed":[5],"malignancy":[6],"in":[7,15,49,93,104,138,164],"the":[8,51,57,72,84,88,94,97,105,121,127,135,139,147,155],"female":[9],"population,":[10],"with":[11,28],"rising":[13],"trend":[14],"its":[16],"occurrence.":[17],"A":[18],"diverse":[19],"range":[20],"of":[21,53,59,74,83,90,107,120,129,141,159],"breast":[22,75,95,108,142],"screening":[24],"techniques":[25,38],"exists,":[26],"each":[27],"unique":[29],"merits":[30],"and":[31,47,68,96,134,149],"drawbacks.":[32],"Numerous":[33],"researchers":[34,103],"have":[35],"devised":[36],"automated":[37],"using":[39],"deep":[40,130],"learning":[41,131],"algorithms":[42],"due":[43],"to":[44,115,154],"their":[45],"efficacy":[46],"accuracy":[48],"forecasting":[50],"multiplication":[52],"cells":[55],"via":[56],"use":[58,128],"Thermography":[60,62],"technologies.":[61],"regarded":[64],"as":[65],"non-invasive":[67],"safe":[69],"technique":[70],"for":[71,161],"diagnosis":[73],"cancer.":[76,109,143],"This":[77],"study":[78,163],"provides":[79],"thorough":[81],"examination":[82,119],"research":[85],"conducted":[86],"on":[87],"analysis":[89],"thermal":[91],"fluctuations":[92],"diagnostic":[98],"approaches":[99],"used":[100],"by":[101],"different":[102],"detection":[106],"Our":[110],"objective":[111],"systematic":[113],"review":[114],"conduct":[116],"comprehensive":[118],"most":[122,156],"notable":[123],"scholarly":[124],"works":[125],"concerning":[126],"(DL)":[132],"models":[133],"datasets":[136],"employed":[137],"categorization":[140],"Additionally,":[144],"we":[145],"address":[146],"challenges":[148],"constraints":[150],"that":[151],"give":[152],"rise":[153],"pressing":[157],"areas":[158],"inquiry":[160],"future":[162],"this":[165],"particular":[166],"sector.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}