{"id":"https://openalex.org/W4387427633","doi":"https://doi.org/10.1007/978-3-031-44917-8","title":"Medical Image Learning with Limited and Noisy Data","display_name":"Medical Image Learning with Limited and Noisy Data","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387427633","doi":"https://doi.org/10.1007/978-3-031-44917-8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44917-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-44917-8","pdf_url":"https://link.springer.com/content/pdf/bfm:978-3-031-44917-8/1?pdf=chapter%20toc","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"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/bfm:978-3-031-44917-8/1?pdf=chapter%20toc","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhiyun Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiyun Xue","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sameer Antani","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sameer Antani","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ghada Zamzmi","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ghada Zamzmi","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Feng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Yang","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sivaramakrishnan Rajaraman","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sivaramakrishnan Rajaraman","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sharon Xiaolei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharon Xiaolei Huang","raw_affiliation_strings":["College of Information Sciences and Technology, Penn State University, University Park, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Penn State University, University Park, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Marius George Linguraru","orcid":null},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marius George Linguraru","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation, Children\u2019s National Hospital, Washington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation, Children\u2019s National Hospital, Washington, USA","institution_ids":["https://openalex.org/I1336742384"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhaohui Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaohui Liang","raw_affiliation_strings":["National Library of Medicine, National Institutes of Health, Bethesda, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I2800548410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1407285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9718999862670898,"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":0.9718999862670898,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9470999836921692,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.932699978351593,"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":0.8758147358894348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5955570936203003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5616024732589722},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5195382237434387},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.46991032361984253},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.41434380412101746},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.09968003630638123}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8758147358894348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5955570936203003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5616024732589722},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5195382237434387},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.46991032361984253},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.41434380412101746},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.09968003630638123}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44917-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-44917-8","pdf_url":"https://link.springer.com/content/pdf/bfm:978-3-031-44917-8/1?pdf=chapter%20toc","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"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-44917-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-44917-8","pdf_url":"https://link.springer.com/content/pdf/bfm:978-3-031-44917-8/1?pdf=chapter%20toc","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387427633.pdf","grobid_xml":"https://content.openalex.org/works/W4387427633.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W4390062853","https://openalex.org/W4389256085","https://openalex.org/W2168489430"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
