{"id":"https://openalex.org/W4385466175","doi":"https://doi.org/10.1007/978-3-031-37742-6_47","title":"Weakly Supervised Medical Image Segmentation with\u00a0Soft Labels and\u00a0Noise Robust Loss","display_name":"Weakly Supervised Medical Image Segmentation with\u00a0Soft Labels and\u00a0Noise Robust Loss","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385466175","doi":"https://doi.org/10.1007/978-3-031-37742-6_47"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37742-6_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37742-6_47","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/A5068068452","display_name":"Banafshe Felfeliyan","orcid":"https://orcid.org/0000-0002-3404-7048"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4210121880","display_name":"Alberta Bone and Joint Health Institute","ror":"https://ror.org/02h4hqt24","country_code":"CA","type":"facility","lineage":["https://openalex.org/I126859394","https://openalex.org/I4210121880"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Banafshe Felfeliyan","raw_affiliation_strings":["Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada","McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I4210121880","https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086414445","display_name":"Abhilash Rakkunedeth Hareendranathan","orcid":"https://orcid.org/0000-0001-6201-9258"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abhilash Hareendranathan","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6201-9258","affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004256565","display_name":"Gregor Kuntze","orcid":"https://orcid.org/0000-0001-6674-7981"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4210121880","display_name":"Alberta Bone and Joint Health Institute","ror":"https://ror.org/02h4hqt24","country_code":"CA","type":"facility","lineage":["https://openalex.org/I126859394","https://openalex.org/I4210121880"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gregor Kuntze","raw_affiliation_strings":["McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6674-7981","affiliations":[{"raw_affiliation_string":"McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I4210121880","https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036434857","display_name":"Stephanie Wichuk","orcid":"https://orcid.org/0000-0003-4170-1244"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephanie Wichuk","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040728822","display_name":"Nils D. Forkert","orcid":"https://orcid.org/0000-0003-2556-3224"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nils D. Forkert","raw_affiliation_strings":["Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2556-3224","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035920057","display_name":"Jacob L. Jaremko","orcid":"https://orcid.org/0000-0001-5314-2297"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jacob L. Jaremko","raw_affiliation_strings":["Alberta Machine Intelligence Institute (AMII), University of Alberta, Edmonton, AB, Canada","Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alberta Machine Intelligence Institute (AMII), University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059205436","display_name":"Janet L. Ronsky","orcid":"https://orcid.org/0000-0002-9448-0521"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4210121880","display_name":"Alberta Bone and Joint Health Institute","ror":"https://ror.org/02h4hqt24","country_code":"CA","type":"facility","lineage":["https://openalex.org/I126859394","https://openalex.org/I4210121880"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Janet L. Ronsky","raw_affiliation_strings":["Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada","McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada","Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9448-0521","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"McCaig Institute for Bone and Joint Health University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I4210121880","https://openalex.org/I168635309"]},{"raw_affiliation_string":"Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068068452"],"corresponding_institution_ids":["https://openalex.org/I168635309","https://openalex.org/I4210121880"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5607,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84086221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"603","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9987999796867371,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9987999796867371,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9753000140190125,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8149950504302979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7354106307029724},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7282990217208862},{"id":"https://openalex.org/keywords/cross-entropy","display_name":"Cross entropy","score":0.6935254335403442},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.685759961605072},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6620378494262695},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6479145884513855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5119730234146118},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.47605225443840027},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4687538146972656},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4649231731891632},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4212283790111542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36221078038215637},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3130837380886078},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1503140926361084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149950504302979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7354106307029724},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7282990217208862},{"id":"https://openalex.org/C167981619","wikidata":"https://www.wikidata.org/wiki/Q1685498","display_name":"Cross entropy","level":3,"score":0.6935254335403442},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.685759961605072},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6620378494262695},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6479145884513855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5119730234146118},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.47605225443840027},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4687538146972656},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4649231731891632},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4212283790111542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36221078038215637},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3130837380886078},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1503140926361084},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37742-6_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37742-6_47","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":29,"referenced_works":["https://openalex.org/W2127890285","https://openalex.org/W2566079294","https://openalex.org/W2579730284","https://openalex.org/W2597952811","https://openalex.org/W2772081981","https://openalex.org/W2806070179","https://openalex.org/W2897451575","https://openalex.org/W2913768941","https://openalex.org/W2963697299","https://openalex.org/W2964292098","https://openalex.org/W2979338721","https://openalex.org/W2981873476","https://openalex.org/W2984283041","https://openalex.org/W3031802082","https://openalex.org/W3035600434","https://openalex.org/W3036586801","https://openalex.org/W3042259426","https://openalex.org/W3042609801","https://openalex.org/W3136212843","https://openalex.org/W3142871063","https://openalex.org/W3175562011","https://openalex.org/W3176597251","https://openalex.org/W3183334770","https://openalex.org/W4206676556","https://openalex.org/W4220687271","https://openalex.org/W6600194071","https://openalex.org/W6601879865","https://openalex.org/W6739901393","https://openalex.org/W6801615203"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W2047973478","https://openalex.org/W4295532600","https://openalex.org/W3037097571","https://openalex.org/W3080935557","https://openalex.org/W4388821232","https://openalex.org/W2607836359","https://openalex.org/W4308016144","https://openalex.org/W4289766480","https://openalex.org/W3134134808"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
