{"id":"https://openalex.org/W4313495964","doi":"https://doi.org/10.1109/acit57182.2022.9994181","title":"Pancreatic Tumor Detection by Convolutional Neural Networks","display_name":"Pancreatic Tumor Detection by Convolutional Neural Networks","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4313495964","doi":"https://doi.org/10.1109/acit57182.2022.9994181"},"language":"en","primary_location":{"id":"doi:10.1109/acit57182.2022.9994181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit57182.2022.9994181","pdf_url":null,"source":{"id":"https://openalex.org/S4363608405","display_name":"2022 International Arab Conference on Information Technology (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 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/A5025286067","display_name":"Muhammed Talha Zavalsiz","orcid":"https://orcid.org/0009-0001-8153-9424"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Muhammed Talha Zavalsiz","raw_affiliation_strings":["Istanbul Medipol University,Department of Computer Engineering,Istanbul,Turkey","Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Medipol University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I3125470973"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046030828","display_name":"Sleiman Alhajj","orcid":null},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sleiman Alhajj","raw_affiliation_strings":["International School of Medicine, Istanbul Medipol University,Istanbul,Turkey","International School of Medicine, Istanbul Medipol University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"International School of Medicine, Istanbul Medipol University,Istanbul,Turkey","institution_ids":["https://openalex.org/I3125470973"]},{"raw_affiliation_string":"International School of Medicine, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079902585","display_name":"Kashfia Sailunaz","orcid":"https://orcid.org/0000-0001-8751-4108"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kashfia Sailunaz","raw_affiliation_strings":["University of Calgary,Department of Computer Science,Alberta,Canada","Department of Computer Science, University of Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Department of Computer Science,Alberta,Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043340317","display_name":"Tansel \u00d6zyer","orcid":"https://orcid.org/0000-0002-2529-5533"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]},{"id":"https://openalex.org/I4387152971","display_name":"Ankara Medipol \u00dcniversitesi","ror":"https://ror.org/01c9cnw16","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152971"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tansel Ozyer","raw_affiliation_strings":["Ankara Medipol University,Department of Computer Engineering,Ankara,Turkey","Department of Computer Engineering, Ankara Medipol University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Ankara Medipol University,Department of Computer Engineering,Ankara,Turkey","institution_ids":["https://openalex.org/I3125470973","https://openalex.org/I4387152971"]},{"raw_affiliation_string":"Department of Computer Engineering, Ankara Medipol University, Ankara, Turkey","institution_ids":["https://openalex.org/I3125470973","https://openalex.org/I4387152971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["CA","DK","TR"],"is_corresponding":false,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["Istanbul Medipol University,Department of Computer Engineering,Istanbul,Turkey","Department of Health Informatics, University of Southern Denmark, Odense, Denmark","Department of Computer Science, University of Calgary, Alberta, Canada","Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Medipol University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I3125470973"]},{"raw_affiliation_string":"Department of Health Informatics, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]},{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025286067"],"corresponding_institution_ids":["https://openalex.org/I3125470973"],"apc_list":null,"apc_paid":null,"fwci":0.7276,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72220427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"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/T10862","display_name":"AI in cancer detection","score":0.9980999827384949,"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":0.9980999827384949,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.994700014591217,"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/pancreatic-cancer","display_name":"Pancreatic cancer","score":0.8012466430664062},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7508611679077148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6004233360290527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574665904045105},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5530784130096436},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5392701625823975},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5010361671447754},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47700241208076477},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.4664924144744873},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.45178306102752686},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.299399197101593},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.29179808497428894},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16727766394615173}],"concepts":[{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.8012466430664062},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7508611679077148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6004233360290527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574665904045105},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5530784130096436},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5392701625823975},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5010361671447754},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47700241208076477},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.4664924144744873},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.45178306102752686},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.299399197101593},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.29179808497428894},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16727766394615173},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acit57182.2022.9994181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit57182.2022.9994181","pdf_url":null,"source":{"id":"https://openalex.org/S4363608405","display_name":"2022 International Arab Conference on Information Technology (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/22ec8dec-f688-4dad-9c51-5c57171c2b77","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/22ec8dec-f688-4dad-9c51-5c57171c2b77","pdf_url":null,"source":{"id":"https://openalex.org/S4306400424","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zavals\u0131z, M T, Alhajj, S, Sailunaz, K, \u00d6zyer, T & Alhajj, R 2022, Pancreatic Tumor Detection by Convolutional Neural Networks. in 2022 International Arab Conference on Information Technology (ACIT). IEEE, International Arab Conference on Information Technology (ACIT), pp. 1-6, 2022 International Arab Conference on Information Technology, Abu Dhabi, United Arab Emirates, 22/11/2022. https://doi.org/10.1109/acit57182.2022.9994181","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W829369502","https://openalex.org/W1969321224","https://openalex.org/W2066315696","https://openalex.org/W2588978745","https://openalex.org/W2611930171","https://openalex.org/W2725635200","https://openalex.org/W2735767394","https://openalex.org/W2807567209","https://openalex.org/W2809254203","https://openalex.org/W2892156163","https://openalex.org/W2898368508","https://openalex.org/W2904682781","https://openalex.org/W2909981485","https://openalex.org/W2919115771","https://openalex.org/W2934810769","https://openalex.org/W2954086440","https://openalex.org/W2968934833","https://openalex.org/W3012334084","https://openalex.org/W3106769307","https://openalex.org/W3112046093","https://openalex.org/W3160605082","https://openalex.org/W3217415712","https://openalex.org/W4224326564","https://openalex.org/W4226287030","https://openalex.org/W4295435240","https://openalex.org/W6842646549","https://openalex.org/W7049114212"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W2012081960","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2079105677","https://openalex.org/W4391621790","https://openalex.org/W3028147324","https://openalex.org/W4239306820","https://openalex.org/W4323287533","https://openalex.org/W2941485302"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"and":[2,9,111,149,157,181],"its":[3],"sub-branches":[4],"like":[5],"Machine":[6],"Learning":[7,11],"(ML)":[8],"Deep":[10],"(DL)":[12],"applications":[13],"have":[14,18],"the":[15,33,37,55,60,87,91,107,127,160,167],"potential":[16],"to":[17,40,79,130,154,166],"positive":[19],"effects":[20],"that":[21],"can":[22,65,143,178],"directly":[23],"affect":[24],"human":[25,38],"life.":[26],"Medical":[27],"imaging":[28,109],"provides":[29],"a":[30,96,132],"way":[31],"for":[32],"internal":[34],"structure":[35,115],"of":[36,54,75,86,98,106,140,169],"body":[39],"be":[41,66,144],"visible":[42],"with":[43,69,90],"various":[44],"methods.":[45],"With":[46,135],"DL":[47,122],"models,":[48],"cancer":[49,88,142],"detection,":[50],"which":[51,83,103,146],"is":[52,78,84,104,124,163],"one":[53,85,105],"most":[56],"lethal":[57],"diseases":[58],"in":[59,116,184],"world,":[61],"from":[62,95],"medical":[63,108,170,174],"images":[64,171],"made":[67],"possible":[68],"high":[70],"accuracy.":[71],"The":[72,120],"main":[73],"objective":[74],"this":[76,136,176],"paper":[77],"detect":[80],"Pancreatic":[81,117,185],"Cancer,":[82],"types":[89],"highest":[92],"fatality":[93],"rate,":[94],"dataset":[97],"Computed":[99],"Tomography":[100],"(CT)":[101],"images,":[102],"techniques":[110],"has":[112],"an":[113],"effective":[114],"Cancer":[118],"imaging.":[119],"designed":[121],"model":[123],"integrated":[125],"into":[126],"Flask":[128],"application":[129,177],"develop":[131],"web":[133],"application.":[134],"application,":[137],"early":[138],"diagnosis":[139],"pancreatic":[141],"achieved,":[145],"progresses":[147],"insidiously":[148],"therefore":[150],"does":[151],"not":[152],"spread":[153],"neighboring":[155],"tissues":[156],"organs":[158],"when":[159],"treatment":[161],"process":[162],"started.":[164],"Due":[165],"abundance":[168],"reviewed":[172],"by":[173],"professionals,":[175],"assist":[179],"radiologists":[180],"other":[182],"specialists":[183],"Tumor":[186],"detection.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}