{"id":"https://openalex.org/W3110976420","doi":"https://doi.org/10.1007/978-3-030-64327-0_2","title":"Dataset Descriptor for the AutoImplant Cranial Implant Design Challenge","display_name":"Dataset Descriptor for the AutoImplant Cranial Implant Design Challenge","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3110976420","doi":"https://doi.org/10.1007/978-3-030-64327-0_2","mag":"3110976420"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64327-0_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-64327-0_2","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-030-64327-0_2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jianning Li","orcid":"https://orcid.org/0000-0002-3782-9547"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210099593","display_name":"Computer Algorithms for Medicine","ror":"https://ror.org/00zky6d38","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210099593"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jianning Li","raw_affiliation_strings":["Computer Algorithms for Medicine Laboratory (Caf\u00e9-Lab), Graz, Austria","Graz University of Technology, Graz, Austria","Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-3782-9547","affiliations":[{"raw_affiliation_string":"Computer Algorithms for Medicine Laboratory (Caf\u00e9-Lab), Graz, Austria","institution_ids":["https://openalex.org/I4210099593"]},{"raw_affiliation_string":"Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010662766","display_name":"Jan Egger","orcid":"https://orcid.org/0000-0002-5225-1982"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210099593","display_name":"Computer Algorithms for Medicine","ror":"https://ror.org/00zky6d38","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210099593"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jan Egger","raw_affiliation_strings":["Computer Algorithms for Medicine Laboratory (Caf\u00e9-Lab), Graz, Austria","Department of Oral and Maxillofacial Surgery, Medical University of Graz, Graz, Austria","Graz University of Technology, Graz, Austria","Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-5225-1982","affiliations":[{"raw_affiliation_string":"Computer Algorithms for Medicine Laboratory (Caf\u00e9-Lab), Graz, Austria","institution_ids":["https://openalex.org/I4210099593"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Medical University of Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11679","display_name":"Craniofacial Disorders and Treatments","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9779000282287598,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8364750146865845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35758572816848755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8364750146865845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35758572816848755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-64327-0_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-64327-0_2","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-64327-0_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-64327-0_2","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2559882727","https://openalex.org/W2591318218","https://openalex.org/W2927574169","https://openalex.org/W2963648573","https://openalex.org/W3129792413","https://openalex.org/W3134522765","https://openalex.org/W6893698897"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0],"data":[1],"descriptor":[2],"elaborates":[3],"on":[4],"a":[5,24,47,63,67,122,127,210],"dataset":[6,30,61],"that":[7],"can":[8],"be":[9],"used":[10],"for":[11,18,209],"the":[12,43,60,80,93,135,144,156,168,172,178,181,193,197,201,207,217],"development":[13],"of":[14,49,180,192,216],"automatic,":[15],"data-driven":[16],"approaches":[17],"cranial":[19],"implant":[20],"design,":[21],"which":[22,104,125],"is":[23,105,132],"challenging":[25],"task":[26],"in":[27,46,55,171],"cranioplasty.":[28],"The":[29,87,163,189],"includes":[31],"210":[32],"complete":[33,88,120,198],"skulls":[34,41,76,83,89,139,159,170,199],"as":[35,37,77,79],"well":[36,78],"their":[38],"corresponding":[39],"defective":[40,82,169],"and":[42,66,73,84,153,167,200],"implants,":[44,85],"resulting":[45],"total":[48],"$$210":[50],"\\times":[51],"3":[52],"=630$$":[53],"files":[54],"NRRD":[56],"format.":[57],"We":[58],"split":[59],"into":[62],"training":[64,145,165],"set":[65,166,174],"test":[68,136,173,194],"set,":[69,137,146,195],"each":[70,119],"containing":[71],"100":[72,138],"110":[74],"completes":[75],"associated":[81],"respectively.":[86],"are":[90,175,203],"segmented":[91],"from":[92,130],"public":[94],"head":[95],"computed":[96],"tomography":[97],"(CT)":[98],"collection":[99],"CQ500":[100],"(":[101,186],"http://headctstudy.qure.ai/dataset":[102],"),":[103],"licensed":[106],"under":[107],"CC":[108],"BY-NC-SA":[109],"4.0,":[110],"using":[111],"thresholding":[112],"(Hounsfield":[113],"units":[114],"$$\\ge":[115],"$$":[116],"150).":[117],"On":[118],"skull,":[121],"synthetic":[123],"defect,":[124],"resembles":[126],"real":[128],"defect":[129,150],"craniotomy,":[131],"injected.":[133],"In":[134],"have":[140,160],"similar":[141],"defects":[142],"to":[143,149,177],"with":[147],"respect":[148],"size,":[151],"shape":[152],"position,":[154],"while":[155],"last":[157],"10":[158],"distinct":[161],"defects.":[162],"whole":[164],"released":[176],"participants":[179],"MICCAI":[182],"2020":[183],"AutoImplant":[184],"Challenge":[185],"https://autoimplant.grand-challenge.org/":[187],").":[188],"ground":[190],"truth":[191],"i.e.,":[196],"implants":[202],"kept":[204],"private":[205],"by":[206],"organizers":[208],"single":[211],"blind":[212],"an":[213],"objective":[214],"evaluation":[215],"participant\u2019s":[218],"results.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}