{"id":"https://openalex.org/W4393500231","doi":"https://doi.org/10.5281/zenodo.10035161","title":"The ULS23 Challenge Public Training Dataset","display_name":"The ULS23 Challenge Public Training Dataset","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4393500231","doi":"https://doi.org/10.5281/zenodo.10035161"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10035161","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10035161","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10035161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015412898","display_name":"Max de Grauw","orcid":"https://orcid.org/0009-0002-6671-2142"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"de Grauw, Max","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0002-6671-2142","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075748419","display_name":"Nat\u00e1lia Alves","orcid":"https://orcid.org/0000-0002-7034-0137"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alves, Nat\u00e1lia","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7034-0137","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047733349","display_name":"Megan Schuurmans","orcid":"https://orcid.org/0000-0002-4939-6187"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Schuurmans, Megan","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4939-6187","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054345200","display_name":"Henkjan Huisman","orcid":"https://orcid.org/0000-0001-6753-3221"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Huisman, Henkjan","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6753-3221","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042982766","display_name":"Bram van Ginneken","orcid":"https://orcid.org/0000-0003-2028-8972"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"van Ginneken, Bram","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-2028-8972","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078758408","display_name":"Alessa Hering","orcid":"https://orcid.org/0000-0002-7602-803X"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hering, Alessa","raw_affiliation_strings":["Department of Medical Imaging, Radboud University Medical Center, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7602-803X","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Radboud University Medical Center, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015412898"],"corresponding_institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"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/T13812","display_name":"AI and HR Technologies","score":0.2151000052690506,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.2151000052690506,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.20160000026226044,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.19099999964237213,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/training","display_name":"Training (meteorology)","score":0.6685675382614136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36976301670074463},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22419777512550354},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.055432021617889404}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6685675382614136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36976301670074463},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22419777512550354},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.055432021617889404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10035161","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10035161","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.10035161","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10035161","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W230091440","https://openalex.org/W2390279801","https://openalex.org/W2233261550","https://openalex.org/W2358668433","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2997094352"],"abstract_inverted_index":{"This":[0],"dataset":[1],"contains":[2,16],"part":[3],"of":[4,26,31],"the":[5,9,17,22,35,45,65],"imaging":[6],"data":[7,25,48,101],"for":[8,21],"Universal":[10,96],"Lesion":[11,97],"Segmentation":[12,98],"Challenge":[13,66],"(ULS23).":[14],"It":[15,29],"lesion":[18],"volumes-of-interest":[19],"(VOI's)":[20],"novel":[23],"annotated":[24],"this":[27],"challenge.":[28],"consists":[30],"750":[32],"lesions":[33,43],"from":[34,44],"DeepLesion":[36,88,91,94],"dataset,":[37],"744":[38],"bone":[39],"and":[40,56],"124":[41],"pancreas":[42],"Radboudumc.":[46],"Pancreas":[47],"was":[49],"collected":[50],"by":[51],"Nat\u00e1lia":[52],"Alves,":[53],"Megan":[54],"Schuurmans":[55],"Henkjan":[57],"Huisman.":[58],"The":[59,70,95],"annotations":[60],"are":[61],"made":[62],"available":[63],"through":[64],"repository":[67],"on":[68],"GitHub.":[69],"full":[71],"training":[72],"dataset:":[73],"Part":[74,79,86,89,92],"2:":[75],"kits21,":[76],"LIDC-IDRI,":[77],"LiTS":[78],"3:":[80],"MDSC":[81],"task":[82],"6/7/10,":[83],"NIH-LN,":[84],"CCC18":[85],"4:":[87],"5:":[90],"6:":[93],"2023":[99],"(ULS23)":[100],"is":[102],"licensed":[103],"under":[104],"CC":[105],"BY-NC-SA":[106],"4.0":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}