{"id":"https://openalex.org/W4408349110","doi":"https://doi.org/10.1007/s11548-025-03338-9","title":"NICE polyp feature classification for colonoscopy screening","display_name":"NICE polyp feature classification for colonoscopy screening","publication_year":2025,"publication_date":"2025-03-13","ids":{"openalex":"https://openalex.org/W4408349110","doi":"https://doi.org/10.1007/s11548-025-03338-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/40075052"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-025-03338-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03338-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03338-9.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03338-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073584984","display_name":"Thomas De Carvalho","orcid":"https://orcid.org/0000-0001-6980-542X"},"institutions":[{"id":"https://openalex.org/I4210129677","display_name":"London Vision Clinic","ror":"https://ror.org/036mshe20","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210129677"]},{"id":"https://openalex.org/I4210144746","display_name":"The London College","ror":"https://ror.org/0546ajs61","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210144746"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thomas De Carvalho","raw_affiliation_strings":["Department of Computer Science, UCL Hawkes Institute, University College London, London, UK. thomas.carvalho.20@ucl.ac.uk","Odin Vision, London, UK. thomas.carvalho.20@ucl.ac.uk","Odin Vision, London, UK"],"raw_orcid":"https://orcid.org/0000-0001-6980-542X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, UCL Hawkes Institute, University College London, London, UK. thomas.carvalho.20@ucl.ac.uk","institution_ids":["https://openalex.org/I4210144746","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Odin Vision, London, UK. thomas.carvalho.20@ucl.ac.uk","institution_ids":["https://openalex.org/I4210129677"]},{"raw_affiliation_string":"Odin Vision, London, UK","institution_ids":["https://openalex.org/I4210129677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069445465","display_name":"Rawen Kader","orcid":"https://orcid.org/0000-0001-9133-0838"},"institutions":[{"id":"https://openalex.org/I1289784979","display_name":"University College Hospital","ror":"https://ror.org/00wrevg56","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1289784979","https://openalex.org/I1340918713"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rawen Kader","raw_affiliation_strings":["Division of Surgery and Interventional Science, University College London, London, UK","Gastrointestinal Services, University College London Hospital, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Surgery and Interventional Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Gastrointestinal Services, University College London Hospital, London, UK","institution_ids":["https://openalex.org/I1289784979","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051955250","display_name":"Patrick Brand\u00e3o","orcid":"https://orcid.org/0000-0002-1301-2700"},"institutions":[{"id":"https://openalex.org/I4210129677","display_name":"London Vision Clinic","ror":"https://ror.org/036mshe20","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210129677"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patrick Brandao","raw_affiliation_strings":["Odin Vision, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Odin Vision, London, UK","institution_ids":["https://openalex.org/I4210129677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106420467","display_name":"Laurence B. Lovat","orcid":null},"institutions":[{"id":"https://openalex.org/I1289784979","display_name":"University College Hospital","ror":"https://ror.org/00wrevg56","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1289784979","https://openalex.org/I1340918713"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Laurence B. Lovat","raw_affiliation_strings":["Division of Surgery and Interventional Science, University College London, London, UK","Gastrointestinal Services, University College London Hospital, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Surgery and Interventional Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Gastrointestinal Services, University College London Hospital, London, UK","institution_ids":["https://openalex.org/I1289784979","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069852479","display_name":"Peter Mountney","orcid":"https://orcid.org/0000-0002-9622-9330"},"institutions":[{"id":"https://openalex.org/I4210129677","display_name":"London Vision Clinic","ror":"https://ror.org/036mshe20","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210129677"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Mountney","raw_affiliation_strings":["Odin Vision, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Odin Vision, London, UK","institution_ids":["https://openalex.org/I4210129677"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077630267","display_name":"Danail Stoyanov","orcid":"https://orcid.org/0000-0002-0980-3227"},"institutions":[{"id":"https://openalex.org/I4210144746","display_name":"The London College","ror":"https://ror.org/0546ajs61","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210144746"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Danail Stoyanov","raw_affiliation_strings":["Department of Computer Science, UCL Hawkes Institute, University College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UCL Hawkes Institute, University College London, London, UK","institution_ids":["https://openalex.org/I4210144746","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073584984"],"corresponding_institution_ids":["https://openalex.org/I4210129677","https://openalex.org/I4210144746","https://openalex.org/I45129253"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":1.9064,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85582609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"20","issue":"5","first_page":"1015","last_page":"1024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9799000024795532,"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":0.9799000024795532,"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":0.0044999998062849045,"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":0.003100000089034438,"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/nice","display_name":"Nice","score":0.7879302501678467},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7142941951751709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6614572405815125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.652320146560669},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.573211133480072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.503072202205658},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.41558754444122314},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.357052206993103},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35375431180000305},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1380590796470642}],"concepts":[{"id":"https://openalex.org/C2779256446","wikidata":"https://www.wikidata.org/wiki/Q33959","display_name":"Nice","level":2,"score":0.7879302501678467},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7142941951751709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6614572405815125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.652320146560669},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.573211133480072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.503072202205658},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.41558754444122314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.357052206993103},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35375431180000305},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1380590796470642},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11548-025-03338-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03338-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03338-9.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:40075052","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40075052","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10208272","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10208272/","pdf_url":"https://discovery.ucl.ac.uk/10208272/7/Lovat_s11548-025-03338-9.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery , 20  (5)   pp. 1015-1024.   (2025)","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:10868339","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12055651","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12055651/pdf/11548_2025_Article_3338.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-025-03338-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03338-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03338-9.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5935547209","display_name":null,"funder_award_id":"203145/Z/16/Z","funder_id":"https://openalex.org/F4320330765","funder_display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences"},{"id":"https://openalex.org/G8925563342","display_name":null,"funder_award_id":"Horizon 2020 FET","funder_id":"https://openalex.org/F4320330765","funder_display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320330765","display_name":"Wellcome / EPSRC Centre for Interventional and Surgical Sciences","ror":"https://ror.org/03r42r570"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408349110.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W195120220","https://openalex.org/W2044297386","https://openalex.org/W2049483602","https://openalex.org/W2054503573","https://openalex.org/W2086193536","https://openalex.org/W2111147183","https://openalex.org/W2115809152","https://openalex.org/W2194775991","https://openalex.org/W2282971418","https://openalex.org/W2399211203","https://openalex.org/W2508524349","https://openalex.org/W2548033481","https://openalex.org/W2560014990","https://openalex.org/W2755015065","https://openalex.org/W2762406675","https://openalex.org/W2963475256","https://openalex.org/W3004713990","https://openalex.org/W3028169869","https://openalex.org/W3108718921","https://openalex.org/W3175810953","https://openalex.org/W4229332619"],"related_works":["https://openalex.org/W4380149316","https://openalex.org/W1984529021","https://openalex.org/W2116601738","https://openalex.org/W3121577759","https://openalex.org/W3046720081","https://openalex.org/W2200556363","https://openalex.org/W2767093258","https://openalex.org/W1969318164","https://openalex.org/W1995617074","https://openalex.org/W1996155444"],"abstract_inverted_index":{"PURPOSE:":[0],"Colorectal":[1],"cancer":[2,194],"is":[3,46],"one":[4],"of":[5,56,85,143,179],"the":[6,12,54,60,86,90,136,161,166,170,177],"most":[7],"prevalent":[8],"cancers":[9],"worldwide,":[10],"highlighting":[11],"critical":[13],"need":[14],"for":[15,41,113,185],"early":[16],"and":[17,37,48,70,79,111,123,128,149,211],"accurate":[18],"diagnosis":[19],"to":[20,34,81,188,207],"reduce":[21],"patient":[22,29,209],"risks.":[23],"Inaccurate":[24],"diagnoses":[25],"not":[26],"only":[27],"compromise":[28],"outcomes":[30,210],"but":[31],"also":[32],"lead":[33,206],"increased":[35],"costs":[36],"additional":[38],"time":[39],"burdens":[40],"clinicians.":[42],"Enhancing":[43],"diagnostic":[44,202],"accuracy":[45,55,142,159],"essential,":[47],"this":[49],"study":[50,175],"focuses":[51],"on":[52,102,120,125,146,152],"improving":[53,201],"polyp":[57,138],"classification":[58,158,183],"using":[59,180],"NICE":[61,91,171,186],"classification,":[62],"which":[63,204],"evaluates":[64],"three":[65,87,137],"key":[66,167],"features:":[67],"colour,":[68],"vessels,":[69],"surface":[71],"pattern.":[72],"METHODS:":[73],"A":[74],"multiclass":[75],"classifier":[76,117,133],"was":[77,118],"developed":[78],"trained":[80,119],"independently":[82],"classify":[83],"each":[84],"features":[88,98,168,187],"in":[89,164,192,200],"classification.":[92,172],"The":[93,116,132,156,196],"approach":[94,184],"prioritizes":[95],"clinically":[96],"relevant":[97],"rather":[99],"than":[100],"relying":[101],"handcrafted":[103],"or":[104],"obscure":[105],"deep":[106],"learning":[107],"features,":[108,139],"ensuring":[109],"transparency":[110],"reliability":[112],"clinical":[114,190,214],"use.":[115],"internal":[121,127,147],"datasets":[122,148],"tested":[124],"both":[126],"public":[129,154],"datasets.":[130],"RESULTS:":[131],"successfully":[134],"classified":[135],"achieving":[140],"an":[141,181],"over":[144],"92%":[145],"exceeding":[150],"88%":[151],"a":[153],"dataset.":[155],"high":[157],"demonstrates":[160],"system's":[162],"effectiveness":[163],"identifying":[165],"from":[169],"CONCLUSION:":[173],"This":[174],"underscores":[176],"potential":[178],"independent":[182],"enhance":[189],"decision-making":[191],"colorectal":[193],"diagnosis.":[195],"method":[197],"shows":[198],"promise":[199],"accuracy,":[203],"could":[205],"better":[208],"more":[212],"efficient":[213],"workflows.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}