{"id":"https://openalex.org/W4377142597","doi":"https://doi.org/10.1109/tbme.2023.3278030","title":"3D-2D Distance Maps Conversion Enhances Classification of Craniosynostosis","display_name":"3D-2D Distance Maps Conversion Enhances Classification of Craniosynostosis","publication_year":2023,"publication_date":"2023-05-19","ids":{"openalex":"https://openalex.org/W4377142597","doi":"https://doi.org/10.1109/tbme.2023.3278030","pmid":"https://pubmed.ncbi.nlm.nih.gov/37204949"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2023.3278030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3278030","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10129889.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10129889.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091897812","display_name":"Matthias Schaufelberger","orcid":"https://orcid.org/0000-0001-7501-9222"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Schaufelberger","raw_affiliation_strings":["Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7501-9222","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005988753","display_name":"Christian Kaiser","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Kaiser","raw_affiliation_strings":["Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111160688","display_name":"Reinald K\u00fchle","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reinald K\u00fchle","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053400016","display_name":"Andreas Wachter","orcid":"https://orcid.org/0000-0002-2868-6492"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Wachter","raw_affiliation_strings":["Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2868-6492","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075562027","display_name":"Frederic Weichel","orcid":"https://orcid.org/0000-0002-0222-7060"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frederic Weichel","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021481949","display_name":"Niclas Hagen","orcid":"https://orcid.org/0000-0001-8578-8703"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niclas Hagen","raw_affiliation_strings":["Institute of Medical Informatics, Heidelberg University Hospital, Germany","Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8578-8703","affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034620612","display_name":"Friedemann Ringwald","orcid":"https://orcid.org/0000-0002-0572-4820"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Friedemann Ringwald","raw_affiliation_strings":["Institute of Medical Informatics, Heidelberg University Hospital, Germany","Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0572-4820","affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030327158","display_name":"Urs Eisenmann","orcid":"https://orcid.org/0000-0001-8770-3822"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Urs Eisenmann","raw_affiliation_strings":["Institute of Medical Informatics, Heidelberg University Hospital, Germany","Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8770-3822","affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036279374","display_name":"J\u00fcrgen Hoffmann","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Hoffmann","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101553847","display_name":"Michael Engel","orcid":"https://orcid.org/0000-0003-4662-046X"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Engel","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010951942","display_name":"Christian Freudlsperger","orcid":"https://orcid.org/0000-0002-4289-0457"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Freudlsperger","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4289-0457","affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057478151","display_name":"Werner Nahm","orcid":"https://orcid.org/0000-0001-8095-5090"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Werner Nahm","raw_affiliation_strings":["Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8095-5090","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6949,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85600111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"70","issue":"11","first_page":"3156","last_page":"3165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11679","display_name":"Craniofacial Disorders and Treatments","score":0.9714000225067139,"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"}},"topics":[{"id":"https://openalex.org/T11679","display_name":"Craniofacial Disorders and Treatments","score":0.9714000225067139,"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/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.013399999588727951,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11562","display_name":"Facial Trauma and Fracture Management","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6717275977134705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5695812106132507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43807703256607056},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4363754987716675}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6717275977134705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5695812106132507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43807703256607056},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4363754987716675}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003398","descriptor_name":"Craniosynostoses","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003398","descriptor_name":"Craniosynostoses","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003398","descriptor_name":"Craniosynostoses","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003398","descriptor_name":"Craniosynostoses","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010780","descriptor_name":"Photogrammetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010780","descriptor_name":"Photogrammetry","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":false},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2023.3278030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3278030","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10129889.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:37204949","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37204949","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tbme.2023.3278030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3278030","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10129889.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4377142597.pdf","grobid_xml":"https://content.openalex.org/works/W4377142597.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1489854089","https://openalex.org/W1530914330","https://openalex.org/W1569530544","https://openalex.org/W1964200564","https://openalex.org/W1965306170","https://openalex.org/W1984381714","https://openalex.org/W1991739813","https://openalex.org/W1994575776","https://openalex.org/W2009768280","https://openalex.org/W2011301426","https://openalex.org/W2030157853","https://openalex.org/W2032830902","https://openalex.org/W2042204882","https://openalex.org/W2051735618","https://openalex.org/W2097117768","https://openalex.org/W2101234009","https://openalex.org/W2108598243","https://openalex.org/W2112549667","https://openalex.org/W2141499528","https://openalex.org/W2149458426","https://openalex.org/W2194775991","https://openalex.org/W2594633041","https://openalex.org/W2618530766","https://openalex.org/W2760177810","https://openalex.org/W2979200397","https://openalex.org/W3085380432","https://openalex.org/W3087269353","https://openalex.org/W3150635270","https://openalex.org/W3191825689","https://openalex.org/W3197279818","https://openalex.org/W3197429583","https://openalex.org/W4252807717","https://openalex.org/W4283271501","https://openalex.org/W4295312788","https://openalex.org/W4297775537","https://openalex.org/W4393612778","https://openalex.org/W6634138237","https://openalex.org/W6675354045","https://openalex.org/W6734194636","https://openalex.org/W6737664043","https://openalex.org/W6766978945","https://openalex.org/W6783213970"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W4293226380","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Diagnosis":[1],"of":[2,32,40,43,60,105,129,134,159,203],"craniosynostosis":[3,224],"using":[4,44,80],"photogrammetric":[5],"3D":[6,21,62,77,185],"surface":[7,22,63,78,219],"scans":[8,79,220],"is":[9],"a":[10,20,57,81,91,103,173,179,213,222],"promising":[11],"radiation-free":[12],"alternative":[13,100,121],"to":[14,24,99,177,232,241],"traditional":[15],"computed":[16,233],"tomography.":[17],"We":[18,89,108,171,205],"propose":[19],"scan":[23],"2D":[25,45,74,139,180,197],"distance":[26,71,87,140,181,198],"map":[27,182],"conversion":[28],"enabling":[29,51,191],"the":[30,33,61,167,184,201],"usage":[31,202],"first":[34],"convolutional":[35],"neural":[36],"networks":[37],"(CNNs)-based":[38],"classification":[39,66,93,189,215],"craniosynostosis.":[41],"Benefits":[42],"images":[46,75,209],"include":[47],"preserving":[48],"patient":[49],"anonymity,":[50],"data":[52,113,192],"augmentation":[53,137,193],"during":[54,152,194],"training,":[55],"and":[56,86,95,115,131,200,237],"strong":[58],"under-sampling":[59],"with":[64,126],"good":[65,214],"performance.":[67,216],"METHODS:":[68],"The":[69],"proposed":[70],"maps":[72,141,162],"sample":[73],"from":[76,183],"coordinate":[82],"transformation,":[83],"ray":[84,153],"casting,":[85],"extraction.":[88],"introduce":[90],"CNN-based":[92],"pipeline":[94],"compare":[96],"our":[97,124],"classifier":[98],"approaches":[101],"on":[102,123,138,166,196],"dataset":[104,125],"496":[106],"patients.":[107],"investigate":[109],"into":[110],"low-resolution":[111,208],"sampling,":[112],"augmentation,":[114],"attribution":[116],"mapping.":[117],"RESULTS:":[118],"Resnet18":[119],"outperformed":[120],"classifiers":[122],"an":[127,132,157],"F1-score":[128,158],"0.964":[130],"accuracy":[133],"98.4%.":[135],"Data":[136],"increased":[142],"performance":[143],"for":[144,212,227,246],"all":[145],"classifiers.":[146],"Under-sampling":[147],"allowed":[148],"256-fold":[149],"computation":[150],"reduction":[151],"casting":[154],"while":[155],"retaining":[156],"0.92.":[160],"Attribution":[161],"showed":[163],"high":[164],"amplitudes":[165],"frontal":[168],"head.":[169],"CONCLUSION:":[170],"demonstrated":[172],"versatile":[174],"mapping":[175],"approach":[176],"extract":[178],"head":[186],"geometry":[187],"increasing":[188],"performance,":[190],"training":[195],"maps,":[199],"CNNs.":[204],"found":[206],"that":[207],"were":[210],"sufficient":[211],"SIGNIFICANCE:":[217],"Photogrammetric":[218],"are":[221],"suitable":[223],"diagnosis":[225],"tool":[226],"clinical":[228],"practice.":[229],"Domain":[230],"transfer":[231],"tomography":[234],"seems":[235],"likely":[236],"can":[238],"further":[239],"contribute":[240],"reducing":[242],"ionizing":[243],"radiation":[244],"exposure":[245],"infants.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-25T06:16:34.145877","created_date":"2023-05-21T00:00:00"}
