{"id":"https://openalex.org/W4407195954","doi":"https://doi.org/10.1145/3707127.3707133","title":"Automatic detection of colorectal polyps from narrow-band imaging colonoscopy based on an improved deep-learning model","display_name":"Automatic detection of colorectal polyps from narrow-band imaging colonoscopy based on an improved deep-learning model","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4407195954","doi":"https://doi.org/10.1145/3707127.3707133"},"language":"en","primary_location":{"id":"doi:10.1145/3707127.3707133","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707127.3707133","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 11th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3707127.3707133","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101736320","display_name":"Tao Yan","orcid":"https://orcid.org/0000-0002-8929-015X"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN","MO"],"is_corresponding":true,"raw_author_name":"Tao Yan","raw_affiliation_strings":["Department of Electromechanical Engineering, University of Macau, Taipa, Macao,","School of Mechanical Engineering, Hubei University of Arts and Science, Xiangyang, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-8929-015X","affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, University of Macau, Taipa, Macao,","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"School of Mechanical Engineering, Hubei University of Arts and Science, Xiangyang, Hubei, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054974300","display_name":"Julong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Julong Li","raw_affiliation_strings":["School of Mechanical Engineering, Hubei University of Arts and Science, Xiangyang, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0009-4324-2716","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hubei University of Arts and Science, Xiangyang, Hubei, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063490642","display_name":"Pak Kin Wong","orcid":"https://orcid.org/0000-0002-7623-6904"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Pak Kin Wong","raw_affiliation_strings":["Department of Electromechanical Engineering, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-7623-6904","affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025160781","display_name":"In Neng Chan","orcid":"https://orcid.org/0000-0002-7015-4510"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"In Neng Chan","raw_affiliation_strings":["Department of Electromechanical Engineering, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-7015-4510","affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104064957","display_name":"Yanyan Hu","orcid":"https://orcid.org/0009-0007-4275-6040"},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]},{"id":"https://openalex.org/I4210119234","display_name":"Xiangyang Central Hospital","ror":"https://ror.org/02dx2xm20","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Hu","raw_affiliation_strings":["Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0007-4275-6040","affiliations":[{"raw_affiliation_string":"Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China","institution_ids":["https://openalex.org/I4210113795","https://openalex.org/I4210119234"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zheng Li","orcid":"https://orcid.org/0009-0007-8142-3978"},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]},{"id":"https://openalex.org/I4210119234","display_name":"Xiangyang Central Hospital","ror":"https://ror.org/02dx2xm20","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0007-8142-3978","affiliations":[{"raw_affiliation_string":"Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China","institution_ids":["https://openalex.org/I4210113795","https://openalex.org/I4210119234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101736320"],"corresponding_institution_ids":["https://openalex.org/I204512498","https://openalex.org/I4210113795"],"apc_list":null,"apc_paid":null,"fwci":0.2689,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67014918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9908999800682068,"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":0.9908999800682068,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9769999980926514,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9495999813079834,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/narrow-band-imaging","display_name":"Narrow-band imaging","score":0.8317416906356812},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.7242014408111572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5740659832954407},{"id":"https://openalex.org/keywords/colorectal-polyp","display_name":"Colorectal Polyp","score":0.5433167219161987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5203651785850525},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5114964246749878},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36491480469703674},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.36173373460769653},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.28140679001808167},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18719494342803955},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.0789705216884613},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.06979626417160034}],"concepts":[{"id":"https://openalex.org/C2781399487","wikidata":"https://www.wikidata.org/wiki/Q6966306","display_name":"Narrow-band imaging","level":3,"score":0.8317416906356812},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.7242014408111572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5740659832954407},{"id":"https://openalex.org/C2910564736","wikidata":"https://www.wikidata.org/wiki/Q1209892","display_name":"Colorectal Polyp","level":5,"score":0.5433167219161987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5203651785850525},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5114964246749878},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36491480469703674},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.36173373460769653},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.28140679001808167},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18719494342803955},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.0789705216884613},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.06979626417160034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3707127.3707133","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707127.3707133","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 11th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3707127.3707133","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707127.3707133","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 11th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W1989555529","https://openalex.org/W2021934437","https://openalex.org/W2055082612","https://openalex.org/W2083441748","https://openalex.org/W2097688201","https://openalex.org/W2140876736","https://openalex.org/W2143929290","https://openalex.org/W2151255896","https://openalex.org/W2338997131","https://openalex.org/W2522743050","https://openalex.org/W2915006109","https://openalex.org/W3007551936","https://openalex.org/W3024262873","https://openalex.org/W3095218178","https://openalex.org/W3108718921","https://openalex.org/W3121729577","https://openalex.org/W3157319724","https://openalex.org/W3157358059","https://openalex.org/W4224124267","https://openalex.org/W4234552385","https://openalex.org/W4236965008","https://openalex.org/W4320918913","https://openalex.org/W4367309823","https://openalex.org/W4390628555","https://openalex.org/W6628618038","https://openalex.org/W6672551381"],"related_works":["https://openalex.org/W2115393596","https://openalex.org/W2283125355","https://openalex.org/W4307526283","https://openalex.org/W3094606858","https://openalex.org/W4244807635","https://openalex.org/W4210579182","https://openalex.org/W914189219","https://openalex.org/W2044297386","https://openalex.org/W2015296421","https://openalex.org/W1967980581"],"abstract_inverted_index":{"Pathologically,":[0],"colorectal":[1,17,37,137],"polyps":[2,38],"can":[3],"be":[4,27],"classified":[5],"as":[6],"non-adenoma,":[7],"which":[8,23,167],"do":[9],"not":[10],"have":[11,172],"a":[12,42,103,136,148],"higher":[13,162],"risk":[14],"of":[15,36,69,83,89,116,132],"developing":[16],"cancer":[18],"over":[19],"time,":[20],"and":[21,33,56,62,124,134],"adenoma,":[22,135],"are":[24,161],"thought":[25],"to":[26,53,59,112,175],"precancerous":[28],"lesions.":[29],"The":[30,154],"accurate":[31,105],"identification":[32,121],"precise":[34],"differentiation":[35],"during":[39],"colonoscopy":[40],"play":[41],"crucial":[43],"role":[44],"in":[45,95,178],"medical":[46,108],"treatment.":[47],"However,":[48],"manual":[49],"screening":[50],"is":[51,75],"prone":[52],"missed":[54],"lesions":[55],"misinterpretations":[57],"due":[58],"human":[60],"error":[61,126],"the":[63,72,80,87,114,129,158,164,169,179],"visual":[64],"similarities":[65],"between":[66],"different":[67],"types":[68],"polyps.":[70],"Furthermore,":[71],"current":[73],"process":[74],"expensive":[76,117],"because":[77],"it":[78],"entails":[79],"pathological":[81],"assessment":[82],"every":[84],"polyp.":[85],"With":[86],"development":[88],"deep":[90,100],"learning":[91,101],"technology,":[92],"significant":[93],"progress":[94],"target":[96],"detection":[97,139],"has":[98],"made":[99],"models":[102],"more":[104],"solution":[106],"for":[107],"imaging":[109],"analysis.":[110],"Therefore,":[111],"solve":[113],"problems":[115],"biopsy":[118],"costs,":[119],"low":[120],"accuracy,":[122],"omission,":[123],"classification":[125],"caused":[127],"by":[128],"similar":[130],"appearance":[131],"non-adenoma":[133],"polyp":[138],"algorithm":[140],"based":[141],"on":[142],"an":[143],"improved":[144,170],"YOLOv5s":[145,171],"equipped":[146],"with":[147],"squeeze-and-excitation":[149],"attention":[150],"module":[151],"was":[152],"developed.":[153],"experiment":[155],"showed":[156],"that":[157],"performance":[159],"metrics":[160],"than":[163],"original":[165],"YOLOv5s,":[166],"shows":[168],"great":[173],"potential":[174],"assist":[176],"endoscopists":[177],"decision-making":[180],"process.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}