{"id":"https://openalex.org/W3081442134","doi":"https://doi.org/10.1007/s11042-020-09634-7","title":"A comprehensive survey on convolutional neural network in medical image analysis","display_name":"A comprehensive survey on convolutional neural network in medical image analysis","publication_year":2020,"publication_date":"2020-08-24","ids":{"openalex":"https://openalex.org/W3081442134","doi":"https://doi.org/10.1007/s11042-020-09634-7","mag":"3081442134"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-09634-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09634-7","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/A5007478332","display_name":"Xujing Yao","orcid":"https://orcid.org/0000-0001-8735-5573"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xujing Yao","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408862","display_name":"Xinyue Wang","orcid":"https://orcid.org/0000-0001-8087-6819"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xinyue Wang","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007987858","display_name":"Shuihua Wang\u200e","orcid":"https://orcid.org/0000-0003-4713-2791"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]},{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":true,"raw_author_name":"Shui-Hua Wang","raw_affiliation_strings":["Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","School of Architecture Building and Civil Engineering, Loughborough University, Loughborough, LE11 3TU, UK","School of Informatics, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"School of Architecture Building and Civil Engineering, Loughborough University, Loughborough, LE11 3TU, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434437","display_name":"Yudong Zhang","orcid":"https://orcid.org/0000-0002-4870-1493"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["GB","SA"],"is_corresponding":true,"raw_author_name":"Yu-Dong Zhang","raw_affiliation_strings":["Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","School of Informatics, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":"https://orcid.org/0000-0002-4870-1493","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007987858","https://openalex.org/A5100434437"],"corresponding_institution_ids":["https://openalex.org/I143804889","https://openalex.org/I153648349","https://openalex.org/I185163786"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.8042,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.94324933,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"81","issue":"29","first_page":"41361","last_page":"41405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9993000030517578,"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":0.9980999827384949,"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":0.9210425615310669},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8045791387557983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.761364758014679},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7122583389282227},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5287125706672668},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4650977849960327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46332117915153503},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45299598574638367},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4301055073738098},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.42880862951278687},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4229680001735687},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4022391736507416},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3946080207824707}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9210425615310669},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8045791387557983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.761364758014679},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7122583389282227},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5287125706672668},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4650977849960327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46332117915153503},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45299598574638367},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4301055073738098},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.42880862951278687},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4229680001735687},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4022391736507416},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3946080207824707},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-020-09634-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09634-7","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":108,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W179875071","https://openalex.org/W759587468","https://openalex.org/W874179280","https://openalex.org/W948663339","https://openalex.org/W1498436455","https://openalex.org/W1519122895","https://openalex.org/W1536680647","https://openalex.org/W1555696814","https://openalex.org/W1560965780","https://openalex.org/W1686810756","https://openalex.org/W1840106123","https://openalex.org/W1849277567","https://openalex.org/W1901129140","https://openalex.org/W1955857676","https://openalex.org/W1995341919","https://openalex.org/W1998865404","https://openalex.org/W2037595167","https://openalex.org/W2040870580","https://openalex.org/W2041657594","https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2086789740","https://openalex.org/W2097117768","https://openalex.org/W2099821036","https://openalex.org/W2107878631","https://openalex.org/W2108154570","https://openalex.org/W2108638378","https://openalex.org/W2131774270","https://openalex.org/W2141200610","https://openalex.org/W2144354855","https://openalex.org/W2147800946","https://openalex.org/W2166960717","https://openalex.org/W2171928131","https://openalex.org/W2183341477","https://openalex.org/W2184652140","https://openalex.org/W2185062546","https://openalex.org/W2193145675","https://openalex.org/W2274287116","https://openalex.org/W2279098554","https://openalex.org/W2285838348","https://openalex.org/W2300242332","https://openalex.org/W2302255633","https://openalex.org/W2323929895","https://openalex.org/W2332066482","https://openalex.org/W2402302915","https://openalex.org/W2476059870","https://openalex.org/W2476370993","https://openalex.org/W2511067925","https://openalex.org/W2531409750","https://openalex.org/W2548377017","https://openalex.org/W2553754377","https://openalex.org/W2556022279","https://openalex.org/W2584922303","https://openalex.org/W2588989476","https://openalex.org/W2594257892","https://openalex.org/W2606297194","https://openalex.org/W2676925568","https://openalex.org/W2703616258","https://openalex.org/W2729876886","https://openalex.org/W2741015411","https://openalex.org/W2750599140","https://openalex.org/W2751924564","https://openalex.org/W2770853452","https://openalex.org/W2783547213","https://openalex.org/W2790621718","https://openalex.org/W2791942584","https://openalex.org/W2796384729","https://openalex.org/W2800816754","https://openalex.org/W2801370692","https://openalex.org/W2804235108","https://openalex.org/W2887791621","https://openalex.org/W2889646458","https://openalex.org/W2897188827","https://openalex.org/W2900144270","https://openalex.org/W2905017682","https://openalex.org/W2906424845","https://openalex.org/W2912993657","https://openalex.org/W2919115771","https://openalex.org/W2923146325","https://openalex.org/W2949194345","https://openalex.org/W2962907613","https://openalex.org/W2963551763","https://openalex.org/W2963553763","https://openalex.org/W2963690996","https://openalex.org/W2963840672","https://openalex.org/W2964209782","https://openalex.org/W2964309882","https://openalex.org/W2964350391","https://openalex.org/W2969630114","https://openalex.org/W2969775100","https://openalex.org/W2970466632","https://openalex.org/W2973471489","https://openalex.org/W2995003683","https://openalex.org/W2995423635","https://openalex.org/W2997186014","https://openalex.org/W3000658149","https://openalex.org/W3003415550","https://openalex.org/W3007820043","https://openalex.org/W3102633758","https://openalex.org/W3102981296","https://openalex.org/W3103895001","https://openalex.org/W3104258355","https://openalex.org/W3106250896","https://openalex.org/W4243554266","https://openalex.org/W4255885670","https://openalex.org/W6600116659","https://openalex.org/W6602254124"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W2964954556","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":10}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}