{"id":"https://openalex.org/W3211274087","doi":"https://doi.org/10.1007/s00371-021-02322-z","title":"A systematic review on application of deep learning in digestive system image processing","display_name":"A systematic review on application of deep learning in digestive system image processing","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W3211274087","doi":"https://doi.org/10.1007/s00371-021-02322-z","mag":"3211274087","pmid":"https://pubmed.ncbi.nlm.nih.gov/34744231"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-021-02322-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-021-02322-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-021-02322-z.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s00371-021-02322-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082974753","display_name":"Huangming Zhuang","orcid":"https://orcid.org/0000-0001-6297-2030"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huangming Zhuang","raw_affiliation_strings":["Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]},{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716362","display_name":"Jixiang Zhang","orcid":"https://orcid.org/0000-0002-3742-8057"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jixiang Zhang","raw_affiliation_strings":["Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]},{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040788596","display_name":"Fei Liao","orcid":"https://orcid.org/0000-0002-6026-7976"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Liao","raw_affiliation_strings":["Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-6026-7976","affiliations":[{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060 Hubei China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]},{"raw_affiliation_string":"Gastroenterology Department, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082974753"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6797,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.87231082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"39","issue":"6","first_page":"2207","last_page":"2222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976000189781189,"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":0.9976000189781189,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9973000288009644,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973000288009644,"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/deep-learning","display_name":"Deep learning","score":0.6280746459960938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5033664107322693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4617057144641876},{"id":"https://openalex.org/keywords/digestive-tract","display_name":"Digestive tract","score":0.46123409271240234},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43674543499946594},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.41108155250549316},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.37130558490753174},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3625924587249756},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2291785180568695}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6280746459960938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5033664107322693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4617057144641876},{"id":"https://openalex.org/C2992581678","wikidata":"https://www.wikidata.org/wiki/Q11829360","display_name":"Digestive tract","level":2,"score":0.46123409271240234},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43674543499946594},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.41108155250549316},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.37130558490753174},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3625924587249756},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2291785180568695},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00371-021-02322-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-021-02322-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-021-02322-z.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"},{"id":"pmid:34744231","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34744231","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":"The Visual computer","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8557108","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8557108","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vis Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s00371-021-02322-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00371-021-02322-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00371-021-02322-z.pdf","source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3211274087.pdf","grobid_xml":"https://content.openalex.org/works/W3211274087.grobid-xml"},"referenced_works_count":116,"referenced_works":["https://openalex.org/W1991334358","https://openalex.org/W2048048881","https://openalex.org/W2095520368","https://openalex.org/W2100325289","https://openalex.org/W2116817916","https://openalex.org/W2143967388","https://openalex.org/W2146395488","https://openalex.org/W2167941842","https://openalex.org/W2346062110","https://openalex.org/W2346786208","https://openalex.org/W2462708804","https://openalex.org/W2585890928","https://openalex.org/W2592929672","https://openalex.org/W2754128144","https://openalex.org/W2770363598","https://openalex.org/W2789588857","https://openalex.org/W2791307013","https://openalex.org/W2798538010","https://openalex.org/W2803469628","https://openalex.org/W2809744901","https://openalex.org/W2873670318","https://openalex.org/W2889646458","https://openalex.org/W2890139949","https://openalex.org/W2901218091","https://openalex.org/W2901946084","https://openalex.org/W2907214745","https://openalex.org/W2909244736","https://openalex.org/W2935703330","https://openalex.org/W2936500884","https://openalex.org/W2948475969","https://openalex.org/W2951195084","https://openalex.org/W2954218616","https://openalex.org/W2963882942","https://openalex.org/W2968135754","https://openalex.org/W2971045153","https://openalex.org/W2977942577","https://openalex.org/W2978294504","https://openalex.org/W2987087879","https://openalex.org/W2987543910","https://openalex.org/W3000495410","https://openalex.org/W3006005668","https://openalex.org/W3007100994","https://openalex.org/W3007124747","https://openalex.org/W3012680295","https://openalex.org/W3016622556","https://openalex.org/W3016965756","https://openalex.org/W3025094475","https://openalex.org/W3027491251","https://openalex.org/W3027658921","https://openalex.org/W3030432638","https://openalex.org/W3034071908","https://openalex.org/W3038631832","https://openalex.org/W3046049595","https://openalex.org/W3047439539","https://openalex.org/W3083232044","https://openalex.org/W3087017911","https://openalex.org/W3089090082","https://openalex.org/W3090403621","https://openalex.org/W3090504894","https://openalex.org/W3092184697","https://openalex.org/W3095116298","https://openalex.org/W3096042986","https://openalex.org/W3096584363","https://openalex.org/W3096996132","https://openalex.org/W3099097979","https://openalex.org/W3101019686","https://openalex.org/W3102912921","https://openalex.org/W3103014197","https://openalex.org/W3103706824","https://openalex.org/W3105771333","https://openalex.org/W3109647545","https://openalex.org/W3112557529","https://openalex.org/W3113245664","https://openalex.org/W3118199940","https://openalex.org/W3119608944","https://openalex.org/W3119742431","https://openalex.org/W3121039441","https://openalex.org/W3122923767","https://openalex.org/W3123414476","https://openalex.org/W3123758454","https://openalex.org/W3124963373","https://openalex.org/W3125908376","https://openalex.org/W3127363128","https://openalex.org/W3127501898","https://openalex.org/W3128161927","https://openalex.org/W3129663921","https://openalex.org/W3130681742","https://openalex.org/W3131008709","https://openalex.org/W3131457563","https://openalex.org/W3132400453","https://openalex.org/W3133722583","https://openalex.org/W3133814806","https://openalex.org/W3133858468","https://openalex.org/W3133862344","https://openalex.org/W3134020615","https://openalex.org/W3134260427","https://openalex.org/W3134298750","https://openalex.org/W3134324269","https://openalex.org/W3134758410","https://openalex.org/W3135058056","https://openalex.org/W3135769200","https://openalex.org/W3135831800","https://openalex.org/W3138501564","https://openalex.org/W3139121236","https://openalex.org/W3139247896","https://openalex.org/W3139481901","https://openalex.org/W3149606706","https://openalex.org/W3152803807","https://openalex.org/W3153295141","https://openalex.org/W3154518180","https://openalex.org/W3162510169","https://openalex.org/W3165504692","https://openalex.org/W3171827745","https://openalex.org/W3178324441","https://openalex.org/W3183182400","https://openalex.org/W4226181149"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
