{"id":"https://openalex.org/W3129750735","doi":"https://doi.org/10.1007/s11042-021-10551-6","title":"Classification of colorectal cancer in histological images using deep neural networks: an investigation","display_name":"Classification of colorectal cancer in histological images using deep neural networks: an investigation","publication_year":2021,"publication_date":"2021-02-12","ids":{"openalex":"https://openalex.org/W3129750735","doi":"https://doi.org/10.1007/s11042-021-10551-6","mag":"3129750735"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-10551-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10551-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5112557792","display_name":"Sang\u2010Hyun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sang-Hyun Kim","raw_affiliation_strings":["Division of Computer Science and Engineering, Kyonggi University, Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science and Engineering, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048987812","display_name":"Hyun Min Koh","orcid":"https://orcid.org/0000-0002-7457-7174"},"institutions":[{"id":"https://openalex.org/I174101054","display_name":"Changwon National University","ror":"https://ror.org/04ts4qa58","country_code":"KR","type":"education","lineage":["https://openalex.org/I174101054"]},{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Min Koh","raw_affiliation_strings":["Department of Pathology, Gyeongsang National University Changwon Hospital, Changwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Gyeongsang National University Changwon Hospital, Changwon, Republic of Korea","institution_ids":["https://openalex.org/I174101054","https://openalex.org/I189442560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043316202","display_name":"Byoung-Dai Lee","orcid":"https://orcid.org/0000-0002-4028-6168"},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byoung-Dai Lee","raw_affiliation_strings":["Division of Computer Science and Engineering, Kyonggi University, Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science and Engineering, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112557792"],"corresponding_institution_ids":["https://openalex.org/I28615091"],"apc_list":null,"apc_paid":null,"fwci":1.1185,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81566356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"80","issue":"28-29","first_page":"35941","last_page":"35953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9986000061035156,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9940999746322632,"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/colorectal-cancer","display_name":"Colorectal cancer","score":0.7828704118728638},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.6776378154754639},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6310897469520569},{"id":"https://openalex.org/keywords/adenocarcinoma","display_name":"Adenocarcinoma","score":0.6068989634513855},{"id":"https://openalex.org/keywords/adenoma","display_name":"Adenoma","score":0.6028395295143127},{"id":"https://openalex.org/keywords/tubular-adenoma","display_name":"Tubular adenoma","score":0.5856592059135437},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5511226654052734},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5255041122436523},{"id":"https://openalex.org/keywords/rectum","display_name":"Rectum","score":0.5028695464134216},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.43159541487693787},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.38704806566238403},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3245627284049988},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.27158814668655396}],"concepts":[{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.7828704118728638},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.6776378154754639},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6310897469520569},{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.6068989634513855},{"id":"https://openalex.org/C2777428134","wikidata":"https://www.wikidata.org/wiki/Q272741","display_name":"Adenoma","level":2,"score":0.6028395295143127},{"id":"https://openalex.org/C2777936439","wikidata":"https://www.wikidata.org/wiki/Q2825480","display_name":"Tubular adenoma","level":5,"score":0.5856592059135437},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5511226654052734},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5255041122436523},{"id":"https://openalex.org/C2781074409","wikidata":"https://www.wikidata.org/wiki/Q158716","display_name":"Rectum","level":2,"score":0.5028695464134216},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.43159541487693787},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.38704806566238403},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3245627284049988},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.27158814668655396}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-021-10551-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10551-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.699999988079071,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1623080549","https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2145023731","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2301358467","https://openalex.org/W2580767461","https://openalex.org/W2592929672","https://openalex.org/W2756016415","https://openalex.org/W2763323349","https://openalex.org/W2769999077","https://openalex.org/W2790824977","https://openalex.org/W2805735218","https://openalex.org/W2807907317","https://openalex.org/W2889646458","https://openalex.org/W2900954917","https://openalex.org/W2919115771","https://openalex.org/W2963446712","https://openalex.org/W2997422821","https://openalex.org/W3016203389","https://openalex.org/W3028169869","https://openalex.org/W3105282616","https://openalex.org/W4254785352","https://openalex.org/W4255421341"],"related_works":["https://openalex.org/W1555979839","https://openalex.org/W2324479049","https://openalex.org/W2171909584","https://openalex.org/W2977300115","https://openalex.org/W4225796250","https://openalex.org/W2059000951","https://openalex.org/W2175127795","https://openalex.org/W1998500085","https://openalex.org/W2085039909","https://openalex.org/W2979263890"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}