{"id":"https://openalex.org/W4390032221","doi":"https://doi.org/10.1016/j.eswa.2023.122903","title":"MLC: Multi-level consistency learning for semi-supervised left atrium segmentation","display_name":"MLC: Multi-level consistency learning for semi-supervised left atrium segmentation","publication_year":2023,"publication_date":"2023-12-20","ids":{"openalex":"https://openalex.org/W4390032221","doi":"https://doi.org/10.1016/j.eswa.2023.122903"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2023.122903","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122903","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with 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/A5111097489","display_name":"Zhebin Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhebin Shi","raw_affiliation_strings":["School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002822938","display_name":"Mingfeng Jiang","orcid":"https://orcid.org/0000-0003-3013-4790"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingfeng Jiang","raw_affiliation_strings":["School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":"https://orcid.org/0000-0003-3013-4790","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101671812","display_name":"Yang Li","orcid":"https://orcid.org/0000-0001-9678-1320"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030769426","display_name":"Bo Wei","orcid":"https://orcid.org/0000-0001-8033-5668"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wei","raw_affiliation_strings":["School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":"https://orcid.org/0000-0001-8033-5668","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017775126","display_name":"Zefeng Wang","orcid":"https://orcid.org/0000-0002-0219-7180"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zefeng Wang","raw_affiliation_strings":["Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108064954","display_name":"Yongquan Wu","orcid":"https://orcid.org/0000-0001-9156-4669"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongquan Wu","raw_affiliation_strings":["Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101628586","display_name":"Tao Tan","orcid":"https://orcid.org/0000-0002-5573-1105"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Tao Tan","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, R. de Lu\u00eds Gonzaga Gomes, Macao, 999078"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, R. de Lu\u00eds Gonzaga Gomes, Macao, 999078","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032001329","display_name":"Guang Yang","orcid":"https://orcid.org/0000-0001-8942-427X"},"institutions":[{"id":"https://openalex.org/I4210096640","display_name":"Royal Brompton Hospital","ror":"https://ror.org/00cv4n034","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800036501","https://openalex.org/I4210096640"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["Cardiovascular Research Centre, Royal Brompton Hospital, London, SW3 6NP, UK","National Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Research Centre, Royal Brompton Hospital, London, SW3 6NP, UK","institution_ids":["https://openalex.org/I4210096640"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002822938"],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":2.8353,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9121154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"244","issue":null,"first_page":"122903","last_page":"122903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9916999936103821,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9648000001907349,"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":0.9607999920845032,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6708673238754272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351561546325684},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6251319646835327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489502549171448},{"id":"https://openalex.org/keywords/left-atrium","display_name":"Left atrium","score":0.45357194542884827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4123653769493103},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37226226925849915},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19787201285362244},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15408414602279663},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.12135782837867737}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6708673238754272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351561546325684},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6251319646835327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489502549171448},{"id":"https://openalex.org/C2777615863","wikidata":"https://www.wikidata.org/wiki/Q1074839","display_name":"Left atrium","level":3,"score":0.45357194542884827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4123653769493103},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37226226925849915},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19787201285362244},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15408414602279663},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.12135782837867737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2023.122903","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122903","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G207202694","display_name":null,"funder_award_id":"MC_PC_21013","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1136224152","https://openalex.org/W1875387157","https://openalex.org/W1901129140","https://openalex.org/W1987869189","https://openalex.org/W2014207741","https://openalex.org/W2127890285","https://openalex.org/W2153431772","https://openalex.org/W2165762489","https://openalex.org/W2464708700","https://openalex.org/W2592691248","https://openalex.org/W2807889392","https://openalex.org/W2894904035","https://openalex.org/W2904884925","https://openalex.org/W2907093904","https://openalex.org/W2913075173","https://openalex.org/W2920104963","https://openalex.org/W2962914239","https://openalex.org/W2964159205","https://openalex.org/W3000776376","https://openalex.org/W3034368386","https://openalex.org/W3044738063","https://openalex.org/W3093394156","https://openalex.org/W3095848620","https://openalex.org/W3097499499","https://openalex.org/W3104785286","https://openalex.org/W3110002552","https://openalex.org/W3138154797","https://openalex.org/W3196843416","https://openalex.org/W3198730749","https://openalex.org/W3204614423","https://openalex.org/W3214613347","https://openalex.org/W3217139884","https://openalex.org/W4214910097","https://openalex.org/W4220812427","https://openalex.org/W4220949343","https://openalex.org/W4223970422","https://openalex.org/W4225793693","https://openalex.org/W4226502176","https://openalex.org/W4249142012","https://openalex.org/W4251081792","https://openalex.org/W4255556797","https://openalex.org/W4283020131","https://openalex.org/W4283067641","https://openalex.org/W4285040393","https://openalex.org/W4287322212","https://openalex.org/W4287448984","https://openalex.org/W4288804551","https://openalex.org/W4293580221","https://openalex.org/W4307297689","https://openalex.org/W4312357822","https://openalex.org/W4313030842","https://openalex.org/W4385879609","https://openalex.org/W6675011329","https://openalex.org/W6684251450","https://openalex.org/W6748314208","https://openalex.org/W6757867559","https://openalex.org/W6765526216","https://openalex.org/W6782464220","https://openalex.org/W6792147087","https://openalex.org/W6792185698","https://openalex.org/W6796637633","https://openalex.org/W6804570658","https://openalex.org/W6809591687","https://openalex.org/W6810524919","https://openalex.org/W6810755270","https://openalex.org/W6838668686","https://openalex.org/W6842665412","https://openalex.org/W6845834943"],"related_works":["https://openalex.org/W1603736412","https://openalex.org/W2560237378","https://openalex.org/W4379231730","https://openalex.org/W4304185162","https://openalex.org/W2061685118","https://openalex.org/W3006282800","https://openalex.org/W2462100143","https://openalex.org/W1770503332","https://openalex.org/W3125207769","https://openalex.org/W4389858081"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}