{"id":"https://openalex.org/W4408610096","doi":"https://doi.org/10.1109/icaiic64266.2025.10920717","title":"Deep Learning-Based Diagnostic Framework for Colorectal Cancer Using Histopathological Images","display_name":"Deep Learning-Based Diagnostic Framework for Colorectal Cancer Using Histopathological Images","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4408610096","doi":"https://doi.org/10.1109/icaiic64266.2025.10920717"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic64266.2025.10920717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5099980895","display_name":"Ashif Al Nayem Zeesan","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Ashif Al Nayem Zeesan","raw_affiliation_strings":["Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sadri Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sadri Islam","raw_affiliation_strings":["Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098954215","display_name":"Abrar Fahim","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abrar Fahim","raw_affiliation_strings":["Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086465453","display_name":"Mustahsin Adib","orcid":"https://orcid.org/0000-0002-3270-1704"},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Ahasanul Adib","raw_affiliation_strings":["Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100597339","display_name":"Md. Touhidul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I59805279","display_name":"Islamic University of Technology","ror":"https://ror.org/057gnqw22","country_code":"BD","type":"education","lineage":["https://openalex.org/I59805279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Touhidul Islam","raw_affiliation_strings":["Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Islamic University of Technology,Electrical and Electronic Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I59805279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057509664","display_name":"Fardin Sabahat Khan","orcid":"https://orcid.org/0009-0004-1413-7232"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fardin Sabahat Khan","raw_affiliation_strings":["University of Delaware,Department of Accounting and MIS,Delaware,USA"],"affiliations":[{"raw_affiliation_string":"University of Delaware,Department of Accounting and MIS,Delaware,USA","institution_ids":["https://openalex.org/I86501945"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5099980895"],"corresponding_institution_ids":["https://openalex.org/I59805279"],"apc_list":null,"apc_paid":null,"fwci":4.4566,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93585617,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"0790","last_page":"0795"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9995999932289124,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9957000017166138,"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/colorectal-cancer","display_name":"Colorectal cancer","score":0.6182027459144592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5804855823516846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5394061803817749},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49674755334854126},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.41526609659194946},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.343095600605011},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32748618721961975},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15263885259628296}],"concepts":[{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.6182027459144592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5804855823516846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5394061803817749},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49674755334854126},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.41526609659194946},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.343095600605011},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32748618721961975},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15263885259628296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic64266.2025.10920717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2301401860","https://openalex.org/W2579213716","https://openalex.org/W2781525129","https://openalex.org/W2800106282","https://openalex.org/W2963163009","https://openalex.org/W3049194058","https://openalex.org/W3136641571","https://openalex.org/W3137133399","https://openalex.org/W3196327248","https://openalex.org/W4206258768","https://openalex.org/W4229750588","https://openalex.org/W4233394865","https://openalex.org/W4238524038","https://openalex.org/W4239151027","https://openalex.org/W4241671229","https://openalex.org/W4288079856","https://openalex.org/W4328122024","https://openalex.org/W4367624810","https://openalex.org/W4386969768","https://openalex.org/W4405868324","https://openalex.org/W6669567237","https://openalex.org/W6760947808","https://openalex.org/W6772510107","https://openalex.org/W6793807302","https://openalex.org/W6799119628","https://openalex.org/W6800750721","https://openalex.org/W6807402565","https://openalex.org/W6842451521","https://openalex.org/W6847206023","https://openalex.org/W6853996506","https://openalex.org/W6856475130","https://openalex.org/W6859658184"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"Colon":[0],"cancer":[1,109,182],"is":[2,127],"one":[3],"of":[4,62,68,117,170],"the":[5,16,59,63,80,111,158,168,171],"most":[6],"fatal":[7],"cancers":[8],"globally":[9],"among":[10],"both":[11],"males":[12],"and":[13,49,95,123,133,144],"females,":[14],"highlighting":[15],"urgent":[17],"need":[18],"for":[19,104,141,180],"effective":[20],"early":[21],"detection":[22],"methods":[23,45],"to":[24,72,100,129,156,174],"improve":[25],"survival":[26],"rates.":[27],"Histopathological":[28],"image":[29,102],"analysis":[30,150],"plays":[31],"a":[32,66,74,176],"critical":[33],"role":[34],"in":[35,161],"identifying":[36],"malignancy":[37],"by":[38],"examining":[39],"cellular":[40],"patterns,":[41],"but":[42],"traditional":[43],"diagnostic":[44,77],"can":[46],"be":[47],"time-consuming":[48],"resource-intensive,":[50],"necessitating":[51],"more":[52,177],"efficient":[53],"solutions.":[54],"This":[55,125],"study":[56],"focuses":[57],"on":[58],"colon-specific":[60],"subset":[61],"LC25000":[64],"dataset,":[65],"collection":[67],"high-resolution":[69],"histopathological":[70],"images,":[71],"develop":[73,175],"deep":[75],"learning-based":[76],"framework":[78],"using":[79],"MobileNetV2":[81],"architecture.":[82],"A":[83,147],"unique":[84],"preprocessing":[85],"technique":[86],"including":[87],"key":[88],"steps":[89],"like":[90],"noise":[91],"reduction,":[92],"grayscale":[93],"conversion,":[94],"dimensional":[96],"standardization":[97],"was":[98,151],"employed":[99],"enhance":[101],"quality":[103],"model":[105,112],"training.":[106],"For":[107],"colon":[108,163,181],"detection,":[110],"achieved":[113],"an":[114],"overall":[115],"accuracy":[116],"99.95%":[118],"with":[119,153],"100%":[120],"recall,":[121],"precision,":[122],"F1-scores.":[124],"architecture":[126],"designed":[128],"reduce":[130],"computational":[131],"power":[132],"processing":[134],"time,":[135],"which":[136],"makes":[137],"it":[138],"highly":[139],"suitable":[140],"mass":[142],"utilization":[143],"resource-limited":[145],"conditions.":[146],"comparative":[148],"performance":[149],"done":[152],"existing":[154],"works":[155],"highlight":[157],"model's":[159],"effectiveness":[160],"detecting":[162],"cancer.":[164],"These":[165],"findings":[166],"present":[167],"impact":[169],"proposed":[172],"work":[173],"reliable":[178],"solution":[179],"diagnosis.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}