{"id":"https://openalex.org/W4398245118","doi":"https://doi.org/10.1007/s10916-024-02066-y","title":"Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model","display_name":"Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4398245118","doi":"https://doi.org/10.1007/s10916-024-02066-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/38780820"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-024-02066-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-024-02066-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-024-02066-y.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10916-024-02066-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101571576","display_name":"Jianning Li","orcid":"https://orcid.org/0000-0002-9560-3896"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jianning Li","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany. Jianning.Li@uk-essen.de","Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany. Jianning.Li@uk-essen.de","institution_ids":[]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020550286","display_name":"David Ellis","orcid":"https://orcid.org/0000-0002-3718-6836"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"funder","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David G. Ellis","raw_affiliation_strings":["Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102971538","display_name":"Antonio Pepe","orcid":"https://orcid.org/0000-0002-5843-6275"},"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"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Antonio Pepe","raw_affiliation_strings":["Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035986375","display_name":"Christina Gsaxner","orcid":"https://orcid.org/0000-0002-2227-3523"},"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"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christina Gsaxner","raw_affiliation_strings":["Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081938385","display_name":"Michele R. Aizenberg","orcid":"https://orcid.org/0000-0001-6689-8907"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"funder","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michele R. Aizenberg","raw_affiliation_strings":["Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017161970","display_name":"Jens Kleesiek","orcid":"https://orcid.org/0000-0001-8686-0682"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Kleesiek","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"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/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Egger","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany. Jan.Egger@uk-essen.de","Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany. Jan.Egger@uk-essen.de","institution_ids":[]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital, Girardetstra\u00dfe 2, 45131, Essen, Germany","institution_ids":["https://openalex.org/I4210119759"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101571576"],"corresponding_institution_ids":["https://openalex.org/I4210119759"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":3.2507,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92464798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"48","issue":"1","first_page":"55","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9934999942779541,"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/T11984","display_name":"Anatomy and Medical Technology","score":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8070309162139893},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6598804593086243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5485877394676208},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5413188338279724},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4877370297908783},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4716419577598572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33848848938941956},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3264291286468506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8070309162139893},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6598804593086243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5485877394676208},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5413188338279724},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4877370297908783},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4716419577598572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33848848938941956},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3264291286468506},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019651","descriptor_name":"Plastic Surgery Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019736","descriptor_name":"Prostheses and Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-024-02066-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-024-02066-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-024-02066-y.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:38780820","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38780820","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:frl.publisso.de:frl:6522839","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11116219","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11116219/pdf/10916_2024_Article_2066.pdf","source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lobid.org/resources/99370676446006441#!, 48(1):55","raw_type":"Zeitschriftenartikel"}],"best_oa_location":{"id":"doi:10.1007/s10916-024-02066-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-024-02066-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-024-02066-y.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1492820595","display_name":null,"funder_award_id":"KLI 678","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G2447788411","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G4666614147","display_name":null,"funder_award_id":"KLI 1044","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G8184292771","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320317492","display_name":"Universit\u00e4tsklinikum Essen","ror":"https://ror.org/02na8dn90"},{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4398245118.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1874649632","https://openalex.org/W1901129140","https://openalex.org/W1987067135","https://openalex.org/W1994982615","https://openalex.org/W2073039128","https://openalex.org/W2104276184","https://openalex.org/W2152826865","https://openalex.org/W2164346027","https://openalex.org/W2166036944","https://openalex.org/W2566392877","https://openalex.org/W2622524267","https://openalex.org/W2766752420","https://openalex.org/W2804543883","https://openalex.org/W2884436604","https://openalex.org/W2927574169","https://openalex.org/W2933988961","https://openalex.org/W2962914239","https://openalex.org/W2964227007","https://openalex.org/W3041288106","https://openalex.org/W3094919059","https://openalex.org/W3112169616","https://openalex.org/W3112464847","https://openalex.org/W3118477507","https://openalex.org/W3120718637","https://openalex.org/W3141021069","https://openalex.org/W3157860598","https://openalex.org/W3185084269","https://openalex.org/W3189588836","https://openalex.org/W3195120583","https://openalex.org/W3212408294","https://openalex.org/W3212426721","https://openalex.org/W4205830980","https://openalex.org/W4206059464","https://openalex.org/W4206643749","https://openalex.org/W4206707847","https://openalex.org/W4232697622","https://openalex.org/W4236654676","https://openalex.org/W4299835794","https://openalex.org/W4380183557"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2383143032","https://openalex.org/W2082728368"],"abstract_inverted_index":{"Designing":[0],"implants":[1,128],"for":[2,13,136],"large":[3,57],"and":[4,58,89,121,144],"complex":[5,59,120],"cranial":[6,60,94],"defects":[7,61],"is":[8],"a":[9,69],"challenging":[10],"task,":[11],"even":[12],"professional":[14],"designers.":[15],"Current":[16],"efforts":[17],"on":[18,25,35,56,76,92,107],"automating":[19],"the":[20,77,81,105,127,131,145],"design":[21,96],"process":[22],"focused":[23],"mainly":[24],"convolutional":[26],"neural":[27],"networks":[28],"(CNN),":[29],"which":[30],"have":[31,43],"produced":[32],"state-of-the-art":[33],"results":[34],"reconstructing":[36],"synthetic":[37,108],"defects.":[38,123],"However,":[39],"existing":[40],"CNN-based":[41,102],"methods":[42],"been":[44],"difficult":[45],"to":[46,48,113,118,133],"translate":[47],"clinical":[49,137],"practice":[50],"in":[51],"cranioplasty,":[52],"as":[53,84],"their":[54],"performance":[55],"remains":[62],"unsatisfactory.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67],"present":[68],"statistical":[70],"shape":[71],"model":[72,147],"(SSM)":[73],"built":[74],"directly":[75],"segmentation":[78],"masks":[79],"of":[80],"skulls":[82],"represented":[83],"binary":[85],"voxel":[86],"occupancy":[87],"grids":[88],"evaluate":[90,126],"it":[91,116],"several":[93],"implant":[95],"datasets.":[97],"Results":[98],"show":[99],"that,":[100],"while":[101],"approaches":[103],"outperform":[104],"SSM":[106,114,132,146],"defects,":[109],"they":[110],"are":[111,148],"inferior":[112],"when":[115],"comes":[117],"large,":[119],"real-world":[122],"Experienced":[124],"neurosurgeons":[125],"generated":[129],"by":[130],"be":[134],"feasible":[135],"use":[138],"after":[139],"minor":[140],"manual":[141],"corrections.":[142],"Datasets":[143],"publicly":[149],"available":[150],"at":[151],"https://github.com/Jianningli/ssm":[152],".":[153]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}