{"id":"https://openalex.org/W4320036903","doi":"https://doi.org/10.1007/978-3-031-25082-8_28","title":"When CNN Meet with\u00a0ViT: Towards Semi-supervised Learning for\u00a0Multi-class Medical Image Semantic Segmentation","display_name":"When CNN Meet with\u00a0ViT: Towards Semi-supervised Learning for\u00a0Multi-class Medical Image Semantic Segmentation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4320036903","doi":"https://doi.org/10.1007/978-3-031-25082-8_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-25082-8_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25082-8_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5100348399","display_name":"Ziyang Wang","orcid":"https://orcid.org/0000-0002-7979-7424"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ziyang Wang","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101663409","display_name":"Tianze Li","orcid":"https://orcid.org/0000-0002-2997-2992"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianze Li","raw_affiliation_strings":["Canford School, Wimborne, UK"],"affiliations":[{"raw_affiliation_string":"Canford School, Wimborne, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022890115","display_name":"Jian-Qing Zheng","orcid":"https://orcid.org/0000-0002-1823-1419"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jian-Qing Zheng","raw_affiliation_strings":["The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045614046","display_name":"Baoru Huang","orcid":"https://orcid.org/0000-0002-4421-652X"},"institutions":[{"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":"Baoru Huang","raw_affiliation_strings":["Department of Surgery and Cancer, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Surgery and Cancer, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100348399"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":19.7423,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.99540643,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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":0.9979000091552734,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8515580892562866},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7494370937347412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6077516078948975},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5729708671569824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5211862921714783},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.49783945083618164},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.49594029784202576},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4906264841556549},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.49054521322250366},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4789986312389374},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47045624256134033},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46110114455223083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4433036148548126},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4177107512950897},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28926563262939453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8515580892562866},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7494370937347412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6077516078948975},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5729708671569824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5211862921714783},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.49783945083618164},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.49594029784202576},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4906264841556549},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.49054521322250366},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4789986312389374},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47045624256134033},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46110114455223083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4433036148548126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4177107512950897},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28926563262939453},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-25082-8_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25082-8_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2044880603","https://openalex.org/W2048679005","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2412782625","https://openalex.org/W2592691248","https://openalex.org/W2750925197","https://openalex.org/W2778764040","https://openalex.org/W2787241931","https://openalex.org/W2803237185","https://openalex.org/W2804047627","https://openalex.org/W2808139377","https://openalex.org/W2884585870","https://openalex.org/W2912989244","https://openalex.org/W2928133111","https://openalex.org/W2956648669","https://openalex.org/W2962804657","https://openalex.org/W2963073217","https://openalex.org/W2963446712","https://openalex.org/W2964309882","https://openalex.org/W2979907638","https://openalex.org/W3024821730","https://openalex.org/W3034373787","https://openalex.org/W3035600434","https://openalex.org/W3091812030","https://openalex.org/W3110002552","https://openalex.org/W3134313806","https://openalex.org/W3138516171","https://openalex.org/W3170581063","https://openalex.org/W3171581326","https://openalex.org/W3182906273","https://openalex.org/W3195720575","https://openalex.org/W3203488660","https://openalex.org/W3209458476","https://openalex.org/W4214893857","https://openalex.org/W4226269254","https://openalex.org/W4287226059","https://openalex.org/W4295934187","https://openalex.org/W4308235916","https://openalex.org/W6600553734","https://openalex.org/W6603835181","https://openalex.org/W6618372016","https://openalex.org/W6739901393","https://openalex.org/W6779101013","https://openalex.org/W6828894009"],"related_works":["https://openalex.org/W122912556","https://openalex.org/W1586607209","https://openalex.org/W4312414840","https://openalex.org/W2621411691","https://openalex.org/W2271357838","https://openalex.org/W2556866732","https://openalex.org/W2348322200","https://openalex.org/W2981952041","https://openalex.org/W2328989934","https://openalex.org/W2515319207"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":15}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}