{"id":"https://openalex.org/W3193920525","doi":"https://doi.org/10.3390/s21175704","title":"Automatic Detection of Colorectal Polyps Using Transfer Learning","display_name":"Automatic Detection of Colorectal Polyps Using Transfer Learning","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3193920525","doi":"https://doi.org/10.3390/s21175704","mag":"3193920525","pmid":"https://pubmed.ncbi.nlm.nih.gov/34502594"},"language":"en","primary_location":{"id":"doi:10.3390/s21175704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21175704","pdf_url":"https://www.mdpi.com/1424-8220/21/17/5704/pdf?version=1629948895","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/17/5704/pdf?version=1629948895","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024249011","display_name":"Eva H. Dulf","orcid":"https://orcid.org/0000-0002-6540-6525"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Eva-H. Dulf","raw_affiliation_strings":["Department of Automation, Faculty of Automation and Computer Science, Technical University of Cluj-Napoca, Memorandumului Str. 28, 400014 Cluj-Napoca, Romania"],"raw_orcid":"https://orcid.org/0000-0002-6540-6525","affiliations":[{"raw_affiliation_string":"Department of Automation, Faculty of Automation and Computer Science, Technical University of Cluj-Napoca, Memorandumului Str. 28, 400014 Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055229794","display_name":"Marius Bledea","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius Bledea","raw_affiliation_strings":["Department of Automation, Faculty of Automation and Computer Science, Technical University of Cluj-Napoca, Memorandumului Str. 28, 400014 Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Faculty of Automation and Computer Science, Technical University of Cluj-Napoca, Memorandumului Str. 28, 400014 Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063346963","display_name":"Teodora Mocan","orcid":"https://orcid.org/0000-0001-9925-0998"},"institutions":[{"id":"https://openalex.org/I208470662","display_name":"Iuliu Ha\u021bieganu University of Medicine and Pharmacy","ror":"https://ror.org/051h0cw83","country_code":"RO","type":"education","lineage":["https://openalex.org/I208470662"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Teodora Mocan","raw_affiliation_strings":["Department of Physiology, Iuliu Hatieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania","Nanomedicine Department, Regional Institute of Gatroenterology and Hepatology, 400000 Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology, Iuliu Hatieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I208470662"]},{"raw_affiliation_string":"Nanomedicine Department, Regional Institute of Gatroenterology and Hepatology, 400000 Cluj-Napoca, Romania","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113778695","display_name":"Lucian Mocan","orcid":null},"institutions":[{"id":"https://openalex.org/I208470662","display_name":"Iuliu Ha\u021bieganu University of Medicine and Pharmacy","ror":"https://ror.org/051h0cw83","country_code":"RO","type":"education","lineage":["https://openalex.org/I208470662"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Lucian Mocan","raw_affiliation_strings":["Department of Surgery, 3-rd Surgery Clinic, Iuliu Hatieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, 3-rd Surgery Clinic, Iuliu Hatieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I208470662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024249011"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.3495,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.91455654,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"17","first_page":"5704","last_page":"5704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9990000128746033,"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":0.9990000128746033,"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":0.998199999332428,"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":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.6712243556976318},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6549216508865356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6326525807380676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5147361755371094},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.5131576657295227},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.5063484907150269},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.46651971340179443},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4626717269420624},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.4559316337108612},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41641491651535034},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4157082140445709},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41266006231307983},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3519864082336426},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30794405937194824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.23763811588287354},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08685648441314697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712243556976318},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6549216508865356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6326525807380676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5147361755371094},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.5131576657295227},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.5063484907150269},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.46651971340179443},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4626717269420624},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.4559316337108612},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41641491651535034},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4157082140445709},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41266006231307983},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3519864082336426},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30794405937194824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.23763811588287354},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08685648441314697},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","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":"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":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21175704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21175704","pdf_url":"https://www.mdpi.com/1424-8220/21/17/5704/pdf?version=1629948895","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34502594","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34502594","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:1c037e8589b5424faad32157a2176fa3","is_oa":true,"landing_page_url":"https://doaj.org/article/1c037e8589b5424faad32157a2176fa3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 17, p 5704 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/17/5704/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21175704","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 17; Pages: 5704","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8433882","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8433882","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21175704","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21175704","pdf_url":"https://www.mdpi.com/1424-8220/21/17/5704/pdf?version=1629948895","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G3601860265","display_name":null,"funder_award_id":"PN-III-P2-2.1-PED-2019-0844","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G4752208133","display_name":null,"funder_award_id":"PN-III-P2-2.1-PED-2019-2536","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G6668968962","display_name":null,"funder_award_id":"PN-III-P2-2.1-PED-2019-1660","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193920525.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1976749751","https://openalex.org/W2008359794","https://openalex.org/W2026653933","https://openalex.org/W2034269173","https://openalex.org/W2047717400","https://openalex.org/W2097117768","https://openalex.org/W2100125385","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2129112648","https://openalex.org/W2133073150","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2304596533","https://openalex.org/W2346062110","https://openalex.org/W2618530766","https://openalex.org/W2623808523","https://openalex.org/W2732026016","https://openalex.org/W2734349601","https://openalex.org/W2762006829","https://openalex.org/W2809596283","https://openalex.org/W2811240690","https://openalex.org/W2884985635","https://openalex.org/W2899547849","https://openalex.org/W2906777104","https://openalex.org/W2927926919","https://openalex.org/W2953481067","https://openalex.org/W2963037989","https://openalex.org/W2964350391","https://openalex.org/W2976820585","https://openalex.org/W2995102745","https://openalex.org/W2999107571","https://openalex.org/W3003306432","https://openalex.org/W3005676475","https://openalex.org/W3106310598","https://openalex.org/W3120333390","https://openalex.org/W3130661843","https://openalex.org/W3137552088","https://openalex.org/W3144761708","https://openalex.org/W3154295608","https://openalex.org/W3154811403","https://openalex.org/W3157243312","https://openalex.org/W4211001330","https://openalex.org/W4249594181","https://openalex.org/W6631943919","https://openalex.org/W6644383952","https://openalex.org/W6674970907","https://openalex.org/W6679339028","https://openalex.org/W6679797286","https://openalex.org/W6684191040","https://openalex.org/W6697842058","https://openalex.org/W6760542738"],"related_works":["https://openalex.org/W4254879869","https://openalex.org/W3022576529","https://openalex.org/W2628526247","https://openalex.org/W2596401011","https://openalex.org/W2913569734","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Colorectal":[0],"cancer":[1,8,105],"is":[2,85,139],"the":[3,26,48,55,76,80,88,100,113,123,159,168,191],"second":[4,160],"leading":[5],"cause":[6],"of":[7,28,58,103,141,145,150,156,175,194],"death":[9],"and":[10,70,92,115,122,152],"ranks":[11],"third":[12],"worldwide":[13],"in":[14,25,87],"diagnosed":[15],"malignant":[16,169],"pathologies":[17],"(1.36":[18],"million":[19],"new":[20],"cases":[21],"annually).":[22],"An":[23],"increase":[24],"diversity":[27],"treatment":[29],"options":[30],"as":[31,33],"well":[32],"a":[34,135,148,172,181],"rising":[35],"population":[36],"require":[37],"novel":[38],"diagnostic":[39,101],"tools.":[40,96],"Current":[41],"diagnostics":[42],"involve":[43],"critical":[44],"human":[45],"thinking,":[46],"but":[47],"decisional":[49],"process":[50,102],"loses":[51],"accuracy":[52],"due":[53],"to":[54,78,98],"increased":[56],"number":[57],"modulatory":[59],"factors":[60],"involved.":[61],"The":[62,127,133,177],"proposed":[63,124],"computer-aided":[64],"diagnosis":[65,125],"system":[66,89],"analyses":[67],"each":[68],"colonoscopy":[69],"provides":[71],"predictions":[72],"that":[73,111],"will":[74],"help":[75],"clinician":[77],"make":[79],"right":[81],"decisions.":[82],"Artificial":[83],"intelligence":[84],"included":[86],"both":[90],"offline":[91],"online":[93],"image":[94],"processing":[95],"Aiming":[97],"improve":[99],"colon":[104],"patients,":[106],"an":[107,153],"application":[108],"was":[109],"built":[110],"allows":[112],"easiest":[114],"most":[116],"intuitive":[117],"interaction":[118],"between":[119],"medical":[120],"staff":[121],"system.":[126],"developed":[128],"tool":[129],"uses":[130],"two":[131],"networks.":[132],"first,":[134],"convolutional":[136],"neural":[137],"network,":[138,161],"capable":[140],"classifying":[142],"eight":[143],"classes":[144],"tissue":[146],"with":[147,171,190],"sensitivity":[149],"98.13%":[151],"F1":[154],"score":[155],"98.14%,":[157],"while":[158],"based":[162],"on":[163,184],"semantic":[164],"segmentation,":[165],"can":[166],"identify":[167],"areas":[170],"Jaccard":[173],"index":[174],"75.18%.":[176],"results":[178],"could":[179],"have":[180],"direct":[182],"impact":[183],"personalised":[185],"medicine":[186],"combining":[187],"clinical":[188],"knowledge":[189],"computing":[192],"power":[193],"intelligent":[195],"algorithms.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
