{"id":"https://openalex.org/W4409475673","doi":"https://doi.org/10.1109/icrpset64863.2024.10955865","title":"Automated Classification of Gastrointestinal Polyps from Endoscopic Images Using a Deep Learning Approach","display_name":"Automated Classification of Gastrointestinal Polyps from Endoscopic Images Using a Deep Learning Approach","publication_year":2024,"publication_date":"2024-12-07","ids":{"openalex":"https://openalex.org/W4409475673","doi":"https://doi.org/10.1109/icrpset64863.2024.10955865"},"language":"en","primary_location":{"id":"doi:10.1109/icrpset64863.2024.10955865","doi":"https://doi.org/10.1109/icrpset64863.2024.10955865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrpset64863.2024.10955865","pdf_url":null,"source":{"id":"https://openalex.org/S7407086146","display_name":"International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4409475673"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5030531441","display_name":"T. Surendra Nath","orcid":"https://orcid.org/0009-0003-7763-2612","observed_orcids":["https://orcid.org/0009-0003-7763-2612"]},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Trisha Deb Nath","raw_affiliation_strings":["Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112335915","display_name":"Md Abu Shahid Chowdhury","orcid":"https://orcid.org/0009-0005-3657-3497","observed_orcids":["https://orcid.org/0009-0005-3657-3497"]},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Abu Shahid Chowdhury","raw_affiliation_strings":["Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043495972","display_name":"Md. Shahidul Salim","orcid":"https://orcid.org/0009-0001-7094-757X","observed_orcids":["https://orcid.org/0009-0001-7094-757X"]},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shahidul Salim","raw_affiliation_strings":["Khulna University of Engineering & Technology,Department of Computer Science and Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering & Technology,Department of Computer Science and Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027154614","display_name":"Jeba Fairooz Rahman","orcid":"https://orcid.org/0009-0003-8477-4213","observed_orcids":["https://orcid.org/0009-0003-8477-4213"]},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Jeba Fairooz Rahman","raw_affiliation_strings":["Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering & Technology,Department of Biomedical Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1307585291"],"apc_list":null,"apc_paid":null,"fwci":1.5873,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82985165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9603999853134155,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9603999853134155,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.038100000470876694,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gastrointestinal-polyps","display_name":"gastrointestinal polyps","score":0.9549999833106995},{"id":"https://openalex.org/keywords/colorectal-polyps","display_name":"colorectal polyps","score":0.9869999885559082},{"id":"https://openalex.org/keywords/polyp-classification","display_name":"polyp classification","score":0.7580000162124634},{"id":"https://openalex.org/keywords/colonoscopy-images","display_name":"colonoscopy images","score":0.9020000100135803},{"id":"https://openalex.org/keywords/endoscopic-image-analysis","display_name":"endoscopic image analysis","score":0.8320000171661377},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.9710000157356262},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.871999979019165},{"id":"https://openalex.org/keywords/early-cancer-detection","display_name":"early cancer detection","score":0.5759999752044678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6553205251693726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6021020412445068},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5119903683662415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39090514183044434},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3364345133304596}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icrpset64863.2024.10955865","doi":"https://doi.org/10.1109/icrpset64863.2024.10955865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrpset64863.2024.10955865","pdf_url":null,"source":{"id":"https://openalex.org/S7407086146","display_name":"International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2508524349","https://openalex.org/W2592929672","https://openalex.org/W2810111483","https://openalex.org/W2921231121","https://openalex.org/W2948505931","https://openalex.org/W2999493547","https://openalex.org/W3003717747","https://openalex.org/W3144948800","https://openalex.org/W3205277294","https://openalex.org/W4212935145","https://openalex.org/W4254277121","https://openalex.org/W4291700824","https://openalex.org/W4318777661","https://openalex.org/W4361221098","https://openalex.org/W4362015255","https://openalex.org/W4366594819","https://openalex.org/W4378194725","https://openalex.org/W4388998820"],"related_works":["https://openalex.org/W4412123708","https://openalex.org/W4415192505","https://openalex.org/W4366594819","https://openalex.org/W3178426815","https://openalex.org/W4387939156","https://openalex.org/W7161130017","https://openalex.org/W7124860587","https://openalex.org/W4417278287","https://openalex.org/W4410831079","https://openalex.org/W7165659561"],"abstract_inverted_index":{"Research":[0],"suggests":[1],"that":[2],"approximately":[3],"20-30%":[4],"of":[5,17,28,48,55,95,129],"adults":[6],"aged":[7],"50":[8],"and":[9,44,92,98,104,110,124],"older":[10],"have":[11],"colorectal":[12],"polyps,":[13],"a":[14,67,130],"prevalent":[15],"type":[16],"gastrointestinal":[18],"(GI)":[19],"polyps":[20,49,65,137],"detected":[21],"during":[22],"colonoscopy":[23],"exams.":[24],"An":[25],"increased":[26],"risk":[27],"cancer":[29],"development":[30],"is":[31,38],"associated":[32],"with":[33],"certain":[34],"polyps.":[35],"Timely":[36],"identification":[37],"essential":[39],"for":[40,75,86,134],"implementing":[41],"preventative":[42],"measures":[43],"preventing":[45],"the":[46,53],"advancement":[47],"to":[50,62,119],"cancer.":[51],"Considering":[52],"importance":[54],"early":[56],"diagnosis,":[57],"this":[58,76],"study":[59],"was":[60,73,84],"conducted":[61],"classify":[63],"GI":[64,136],"using":[66],"deep-learning":[68],"approach.":[69],"The":[70,78,101],"Gastrovision":[71],"dataset":[72],"used":[74],"study.":[77],"ResNet50":[79],"model":[80],"pre-trained":[81],"on":[82],"ImageNet":[83],"employed":[85],"transfer":[87],"learning,":[88],"achieving":[89],"training,":[90],"validation,":[91],"testing":[93],"accuracies":[94],"91.99%,":[96],"92.29%,":[97],"89%,":[99],"respectively.":[100,112],"specificity,":[102],"precision,":[103],"F1-score":[105],"obtained":[106],"were":[107],"98.97%,":[108],"97.16%,":[109],"81.65%,":[111],"A":[113],"user":[114],"interface":[115],"has":[116],"been":[117],"built":[118],"assist":[120],"users":[121],"in":[122],"selecting":[123],"identifying":[125],"images":[126],"as":[127],"part":[128],"decision":[131],"support":[132],"system":[133],"categorizing":[135],"from":[138],"endoscopic":[139],"images.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-04-16T00:00:00"}
