{"id":"https://openalex.org/W4387211516","doi":"https://doi.org/10.1007/978-3-031-43898-1_46","title":"Dice Semimetric Losses: Optimizing the\u00a0Dice Score with\u00a0Soft Labels","display_name":"Dice Semimetric Losses: Optimizing the\u00a0Dice Score with\u00a0Soft Labels","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211516","doi":"https://doi.org/10.1007/978-3-031-43898-1_46"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43898-1_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43898-1_46","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":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/a37f186c-5214-41ba-847d-6c7be79b5b83","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052362538","display_name":"Zifu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Zifu Wang","raw_affiliation_strings":["ESAT-PSI, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-PSI, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061181100","display_name":"Teodora Popordanoska","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Teodora Popordanoska","raw_affiliation_strings":["ESAT-PSI, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-PSI, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035292977","display_name":"Jeroen Bertels","orcid":"https://orcid.org/0000-0001-7206-2671"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Bertels","raw_affiliation_strings":["ESAT-PSI, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-PSI, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021332109","display_name":"Robin Lemmens","orcid":"https://orcid.org/0000-0002-4948-5956"},"institutions":[{"id":"https://openalex.org/I2800231306","display_name":"Universitair Ziekenhuis Leuven","ror":"https://ror.org/0424bsv16","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2800231306"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Robin Lemmens","raw_affiliation_strings":["Department of Neurology, UZ Leuven, Leuven, Belgium","Department of Neurosciences, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, UZ Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I2800231306"]},{"raw_affiliation_string":"Department of Neurosciences, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077783791","display_name":"Matthew B. Blaschko","orcid":"https://orcid.org/0000-0002-2640-181X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Matthew B. Blaschko","raw_affiliation_strings":["ESAT-PSI, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-PSI, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052362538"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.7614,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.98113208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"475","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9944999814033508,"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":0.9927999973297119,"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/dice","display_name":"Dice","score":0.9604110717773438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8457794189453125},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6256704330444336},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5093408823013306},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4263274371623993},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4246552288532257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3808675706386566},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32737886905670166},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13407063484191895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11024770140647888},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07815024256706238}],"concepts":[{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.9604110717773438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8457794189453125},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6256704330444336},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5093408823013306},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4263274371623993},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4246552288532257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3808675706386566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32737886905670166},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13407063484191895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11024770140647888},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07815024256706238},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-43898-1_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43898-1_46","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:lirias2repo.kuleuven.be:20.500.12942/726340","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/726340","pdf_url":"https://lirias.kuleuven.be/retrieve/a37f186c-5214-41ba-847d-6c7be79b5b83","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th international conference on medical image computing and computer assisted intervention - MICCAI 2023, Vancouver, Canada, 8-12 October 2023","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/726340","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/726340","pdf_url":"https://lirias.kuleuven.be/retrieve/a37f186c-5214-41ba-847d-6c7be79b5b83","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th international conference on medical image computing and computer assisted intervention - MICCAI 2023, Vancouver, Canada, 8-12 October 2023","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6411753590","display_name":null,"funder_award_id":"S001421N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320319128","display_name":"Vlaams Supercomputer Centrum","ror":null},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387211516.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2062385571","https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2560311620","https://openalex.org/W2577842110","https://openalex.org/W2734349601","https://openalex.org/W2795587607","https://openalex.org/W2962767316","https://openalex.org/W2962914239","https://openalex.org/W2963163009","https://openalex.org/W2963710004","https://openalex.org/W2963772355","https://openalex.org/W2964098128","https://openalex.org/W2964309882","https://openalex.org/W2979960726","https://openalex.org/W2993476821","https://openalex.org/W3014974815","https://openalex.org/W3034328552","https://openalex.org/W3035546112","https://openalex.org/W3112701542","https://openalex.org/W3169076948","https://openalex.org/W3176597251","https://openalex.org/W3182906273","https://openalex.org/W3185556852","https://openalex.org/W3199184671","https://openalex.org/W4230674625","https://openalex.org/W4295936416","https://openalex.org/W4300958603","https://openalex.org/W4377002285","https://openalex.org/W4390874575","https://openalex.org/W6758047254","https://openalex.org/W6839143948"],"related_works":["https://openalex.org/W3104750253","https://openalex.org/W2475857072","https://openalex.org/W4366341510","https://openalex.org/W3021239166","https://openalex.org/W2390936256","https://openalex.org/W2483429559","https://openalex.org/W2016385589","https://openalex.org/W2009559548","https://openalex.org/W2906397153","https://openalex.org/W2385445039"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}