{"id":"https://openalex.org/W4295747396","doi":"https://doi.org/10.1007/978-3-031-16876-5_1","title":"Multi-task Semi-supervised Learning for\u00a0Vascular Network Segmentation and\u00a0Renal Cell Carcinoma Classification","display_name":"Multi-task Semi-supervised Learning for\u00a0Vascular Network Segmentation and\u00a0Renal Cell Carcinoma Classification","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295747396","doi":"https://doi.org/10.1007/978-3-031-16876-5_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16876-5_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16876-5_1","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":"conference-paper","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/A5006362926","display_name":"Rudan Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210126779","display_name":"Observatoire de la C\u00f4te d\u2019Azur","ror":"https://ror.org/039fj2469","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210126779"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Rudan Xiao","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, Inria, CNRS, I3S, Nice, France","Morphologie et Images","Universit\u00e9 C\u00f4te d'Azur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, Inria, CNRS, I3S, Nice, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]},{"raw_affiliation_string":"Morphologie et Images","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I4210126779"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017594953","display_name":"Damien Ambrosetti","orcid":"https://orcid.org/0000-0001-8665-0546"},"institutions":[{"id":"https://openalex.org/I4210143244","display_name":"H\u00f4pital Pasteur","ror":"https://ror.org/056b4pm25","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018988418","https://openalex.org/I4210143244"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Ambrosetti","raw_affiliation_strings":["H\u00f4pital Pasteur, CHU Nice, Nice, France","H\u00f4pital Pasteur [Nice]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H\u00f4pital Pasteur, CHU Nice, Nice, France","institution_ids":["https://openalex.org/I4210143244"]},{"raw_affiliation_string":"H\u00f4pital Pasteur [Nice]","institution_ids":["https://openalex.org/I4210143244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106126872","display_name":"Xavier Descombes","orcid":"https://orcid.org/0000-0002-7611-6021"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210126779","display_name":"Observatoire de la C\u00f4te d\u2019Azur","ror":"https://ror.org/039fj2469","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210126779"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xavier Descombes","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, Inria, CNRS, I3S, Nice, France","Morphologie et Images","Universit\u00e9 C\u00f4te d'Azur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, Inria, CNRS, I3S, Nice, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]},{"raw_affiliation_string":"Morphologie et Images","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I4210126779"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006362926"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210126779"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41669243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9944000244140625,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9940999746322632,"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":0.7660906910896301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.739498496055603},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6797569394111633},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5469865202903748},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5157699584960938},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5015249252319336},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.49350059032440186},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.47639623284339905},{"id":"https://openalex.org/keywords/renal-cell-carcinoma","display_name":"Renal cell carcinoma","score":0.46005508303642273},{"id":"https://openalex.org/keywords/vascular-network","display_name":"Vascular network","score":0.4519689381122589},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41007161140441895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3830067217350006},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3789713978767395},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.22134757041931152},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14674979448318481},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07356610894203186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7660906910896301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.739498496055603},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6797569394111633},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5469865202903748},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5157699584960938},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5015249252319336},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.49350059032440186},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.47639623284339905},{"id":"https://openalex.org/C2777472916","wikidata":"https://www.wikidata.org/wiki/Q1164529","display_name":"Renal cell carcinoma","level":2,"score":0.46005508303642273},{"id":"https://openalex.org/C3019347889","wikidata":"https://www.wikidata.org/wiki/Q11068","display_name":"Vascular network","level":2,"score":0.4519689381122589},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41007161140441895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3830067217350006},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3789713978767395},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.22134757041931152},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14674979448318481},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07356610894203186},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-16876-5_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16876-5_1","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"},{"id":"pmh:oai:HAL:hal-03908075v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03908075","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/book/10.1007/978-3-031-16876-5#about-this-book","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1939738412","https://openalex.org/W1983320747","https://openalex.org/W2035676621","https://openalex.org/W2057567734","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2470803447","https://openalex.org/W2726542547","https://openalex.org/W2750925197","https://openalex.org/W2913340405","https://openalex.org/W2916798096","https://openalex.org/W2962804657","https://openalex.org/W2963073217","https://openalex.org/W2963125010","https://openalex.org/W2984367684","https://openalex.org/W3015101370","https://openalex.org/W3026792888","https://openalex.org/W3035680157","https://openalex.org/W3082879489","https://openalex.org/W3097571420","https://openalex.org/W3106904274","https://openalex.org/W3110969424","https://openalex.org/W3171581326","https://openalex.org/W3201545781","https://openalex.org/W3216322097","https://openalex.org/W4229019212"],"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/W4288358127"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}