{"id":"https://openalex.org/W3133661165","doi":"https://doi.org/10.3389/fonc.2021.638182","title":"Artificial Convolutional Neural Network in Object Detection and Semantic Segmentation for Medical Imaging Analysis","display_name":"Artificial Convolutional Neural Network in Object Detection and Semantic Segmentation for Medical Imaging Analysis","publication_year":2021,"publication_date":"2021-03-09","ids":{"openalex":"https://openalex.org/W3133661165","doi":"https://doi.org/10.3389/fonc.2021.638182","mag":"3133661165","pmid":"https://pubmed.ncbi.nlm.nih.gov/33768000","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7986719"},"language":"en","primary_location":{"id":"doi:10.3389/fonc.2021.638182","doi":"https://doi.org/10.3389/fonc.2021.638182","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.638182","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.638182/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.638182/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101655155","display_name":"Ruixin Yang","orcid":"https://orcid.org/0009-0004-9524-7854","observed_orcids":["https://orcid.org/0009-0004-9524-7854"]},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixin Yang","raw_affiliation_strings":["Department of General Surgery of Ruijin Hospital, Shanghai Institute of Digestive Surgery and Shanghai Key Laboratory for Gastric Neoplasms, Shanghai Jiao Tong University School of Medicine, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery of Ruijin Hospital, Shanghai Institute of Digestive Surgery and Shanghai Key Laboratory for Gastric Neoplasms, Shanghai Jiao Tong University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048070937","display_name":"Yingyan Yu","orcid":"https://orcid.org/0000-0002-3585-3252","observed_orcids":["https://orcid.org/0000-0002-3585-3252"]},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingyan Yu","raw_affiliation_strings":["Department of General Surgery of Ruijin Hospital, Shanghai Institute of Digestive Surgery and Shanghai Key Laboratory for Gastric Neoplasms, Shanghai Jiao Tong University School of Medicine, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery of Ruijin Hospital, Shanghai Institute of Digestive Surgery and Shanghai Key Laboratory for Gastric Neoplasms, Shanghai Jiao Tong University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048070937"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":3.0998,"has_fulltext":true,"cited_by_count":307,"citation_normalized_percentile":{"value":0.95068493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"638182","last_page":"638182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.711899995803833,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.711899995803833,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.22139999270439148,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10862","display_name":"AI in cancer detection","score":0.0348999984562397,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7720000147819519},{"id":"https://openalex.org/keywords/semantic-segmentation","display_name":"semantic segmentation","score":1.0},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9430000185966492},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.8230000138282776},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8429999947547913},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.7870000004768372}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8486984372138977},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7897549867630005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7712385058403015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7298167943954468},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.6379745006561279},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5511667728424072},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.525938093662262},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46072912216186523},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45865368843078613},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43900197744369507},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41122356057167053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35605669021606445}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fonc.2021.638182","doi":"https://doi.org/10.3389/fonc.2021.638182","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.638182","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.638182/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7986719","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7986719","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Oncol","raw_type":"Text"},{"id":"pmid:33768000","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33768000","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,"listed_in":[],"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":"Frontiers in oncology","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:cd4fa8dd660f4075b74987638af8e151","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/cd4fa8dd660f4075b74987638af8e151","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,"listed_in":[],"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":"Frontiers in Oncology, Vol 11 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fonc.2021.638182","doi":"https://doi.org/10.3389/fonc.2021.638182","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fonc.2021.638182","pdf_url":"https://www.frontiersin.org/articles/10.3389/fonc.2021.638182/pdf","source":{"id":"https://openalex.org/S2596394214","display_name":"Frontiers in Oncology","issn_l":"2234-943X","issn":["2234-943X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Oncology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3077400123","display_name":null,"funder_award_id":"18411953100","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G3986347204","display_name":null,"funder_award_id":"20DZ2201900","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G4694033119","display_name":null,"funder_award_id":"81772505","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7162068480","display_name":null,"funder_award_id":"YG2017ZD01","funder_id":"https://openalex.org/F4320322999","funder_display_name":"Shanghai Jiao Tong University"},{"id":"https://openalex.org/G7449508170","display_name":null,"funder_award_id":"2017YFC0908300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8257706411","display_name":null,"funder_award_id":"82072602","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8879974748","display_name":null,"funder_award_id":"2016YFC1303200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3133661165.pdf","grobid_xml":"https://content.openalex.org/works/W3133661165.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1910657905","https://openalex.org/W1923697677","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2116360511","https://openalex.org/W2194775991","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2432481613","https://openalex.org/W2470368200","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2588978745","https://openalex.org/W2767236661","https://openalex.org/W2783201053","https://openalex.org/W2792836735","https://openalex.org/W2884436604","https://openalex.org/W2893693469","https://openalex.org/W2906295032","https://openalex.org/W2919115771","https://openalex.org/W2921535297","https://openalex.org/W2937781457","https://openalex.org/W2948780556","https://openalex.org/W2964309882","https://openalex.org/W2979072923","https://openalex.org/W2979722031","https://openalex.org/W2989692526","https://openalex.org/W2990875359","https://openalex.org/W2997638939","https://openalex.org/W3007943565","https://openalex.org/W3014323018","https://openalex.org/W3019869770","https://openalex.org/W3022015616","https://openalex.org/W3023545173","https://openalex.org/W3090504894","https://openalex.org/W3106250896","https://openalex.org/W4234552385","https://openalex.org/W4295940597"],"related_works":["https://openalex.org/W3037846455","https://openalex.org/W2735553491","https://openalex.org/W7162450132","https://openalex.org/W3166117684","https://openalex.org/W4309396422","https://openalex.org/W4360994352","https://openalex.org/W3122230257","https://openalex.org/W4401712488","https://openalex.org/W4289926640","https://openalex.org/W3215548603"],"abstract_inverted_index":{"In":[0,85],"the":[1,35,40,74,91,110],"era":[2],"of":[3,9,37,42,80,93,114],"digital":[4],"medicine,":[5],"a":[6,18],"vast":[7],"number":[8],"medical":[10,29,58,67,100],"images":[11],"are":[12,82],"produced":[13],"every":[14],"day.":[15],"There":[16],"is":[17],"great":[19],"demand":[20],"for":[21,24],"intelligent":[22],"equipment":[23],"adjuvant":[25],"diagnosis":[26],"to":[27,107],"assist":[28],"doctors":[30],"with":[31],"different":[32],"disciplines.":[33],"With":[34],"development":[36],"artificial":[38],"intelligence,":[39],"algorithms":[41,53],"convolutional":[43],"neural":[44],"network":[45],"(CNN)":[46],"progressed":[47],"rapidly.":[48],"CNN":[49],"and":[50,63,77,96,112],"its":[51],"extension":[52],"play":[54],"important":[55],"roles":[56],"on":[57],"imaging":[59,68,81,101],"classification,":[60],"object":[61,75,94],"detection,":[62],"semantic":[64,78,97],"segmentation.":[65],"While":[66],"classification":[69],"has":[70],"been":[71],"widely":[72],"reported,":[73],"detection":[76,95],"segmentation":[79,98],"rarely":[83],"described.":[84],"this":[86],"review":[87],"article,":[88],"we":[89],"introduce":[90],"progression":[92],"in":[99],"study.":[102],"We":[103],"also":[104],"discuss":[105],"how":[106],"accurately":[108],"define":[109],"location":[111],"boundary":[113],"diseases.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":86},{"year":2024,"cited_by_count":80},{"year":2023,"cited_by_count":76},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":8}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2021-03-15T00:00:00"}
