{"id":"https://openalex.org/W7225741490","doi":"https://doi.org/10.1007/s00414-026-04066-8","title":"Evaluation of 3D palatal surface registration for human identification: The impact of developmental dentition stages","display_name":"Evaluation of 3D palatal surface registration for human identification: The impact of developmental dentition stages","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225741490","doi":"https://doi.org/10.1007/s00414-026-04066-8"},"language":"en","primary_location":{"id":"doi:10.1007/s00414-026-04066-8","doi":"https://doi.org/10.1007/s00414-026-04066-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00414-026-04066-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00414-026-04066-8.pdf","source":{"id":"https://openalex.org/S4210211635","display_name":"International Journal of Legal Medicine","issn_l":"0044-3433","issn":["0044-3433","0937-9827","1437-1596"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"International Journal of Legal Medicine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00414-026-04066-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018994544","display_name":"Thao Liang Chiam","orcid":"https://orcid.org/0000-0002-6546-9817","observed_orcids":["https://orcid.org/0000-0002-6546-9817"]},"institutions":[{"id":"https://openalex.org/I4405259444","display_name":"Adelaide University","ror":"https://ror.org/028g18b61","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["AU","MY"],"is_corresponding":true,"raw_author_name":"Thao Liang Chiam","raw_affiliation_strings":["Faculty of Dentistry, The National University of Malaysia, 50300, Kuala Lumpur, Malaysia","School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Dentistry, The National University of Malaysia, 50300, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059558422","display_name":"Toby E Hughes","orcid":"https://orcid.org/0000-0001-8668-7744","observed_orcids":["https://orcid.org/0000-0001-8668-7744"]},"institutions":[{"id":"https://openalex.org/I4405259444","display_name":"Adelaide University","ror":"https://ror.org/028g18b61","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Toby Hughes","raw_affiliation_strings":["School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036671564","display_name":"Lyle John Palmer","orcid":"https://orcid.org/0000-0002-1628-3055","observed_orcids":["https://orcid.org/0000-0002-1628-3055"]},"institutions":[{"id":"https://openalex.org/I4405259444","display_name":"Adelaide University","ror":"https://ror.org/028g18b61","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lyle J Palmer","raw_affiliation_strings":["Australian Institute for Machine Learning, Adelaide University, 5005, South Australia, Adelaide, Australia","School of Public Health, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Institute for Machine Learning, Adelaide University, 5005, South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Public Health, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027154559","display_name":"Denice Higgins","orcid":"https://orcid.org/0000-0001-7780-243X","observed_orcids":["https://orcid.org/0000-0001-7780-243X"]},"institutions":[{"id":"https://openalex.org/I4405259444","display_name":"Adelaide University","ror":"https://ror.org/028g18b61","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Denice Higgins","raw_affiliation_strings":["School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Dentistry, College of Health, Adelaide University, 5005, South Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018994544"],"corresponding_institution_ids":["https://openalex.org/I4405259444","https://openalex.org/I5681781","https://openalex.org/I885383172"],"apc_list":{"value":4590,"currency":"USD","value_usd":4590},"apc_paid":{"value":4590,"currency":"USD","value_usd":4590},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology (arts and humanities)"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology (arts and humanities)"},"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/T11363","display_name":"Dental Radiography and Imaging","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2775857956","wikidata":"https://www.wikidata.org/wiki/Q1437164","display_name":"Forensic dentistry","level":2,"score":0.597000002861023},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.5663999915122986},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5325000286102295},{"id":"https://openalex.org/C188126409","wikidata":"https://www.wikidata.org/wiki/Q641973","display_name":"Dentition","level":2,"score":0.4839000105857849},{"id":"https://openalex.org/C176979668","wikidata":"https://www.wikidata.org/wiki/Q28065","display_name":"Forensic anthropology","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4293999969959259},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4287000000476837},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4171000123023987},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.3944999873638153},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.38429999351501465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36959999799728394},{"id":"https://openalex.org/C3019236786","wikidata":"https://www.wikidata.org/wiki/Q1094885","display_name":"Permanent dentition","level":3,"score":0.3239000141620636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3221000134944916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30790001153945923},{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.2897999882698059},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C2780732888","wikidata":"https://www.wikidata.org/wiki/Q2314618","display_name":"Forensic identification","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00414-026-04066-8","doi":"https://doi.org/10.1007/s00414-026-04066-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00414-026-04066-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00414-026-04066-8.pdf","source":{"id":"https://openalex.org/S4210211635","display_name":"International Journal of Legal Medicine","issn_l":"0044-3433","issn":["0044-3433","0937-9827","1437-1596"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"International Journal of Legal Medicine","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00414-026-04066-8","doi":"https://doi.org/10.1007/s00414-026-04066-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00414-026-04066-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00414-026-04066-8.pdf","source":{"id":"https://openalex.org/S4210211635","display_name":"International Journal of Legal Medicine","issn_l":"0044-3433","issn":["0044-3433","0937-9827","1437-1596"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"International Journal of Legal Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225741490.pdf","grobid_xml":"https://content.openalex.org/works/W7225741490.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W78661028","https://openalex.org/W78968617","https://openalex.org/W1522042053","https://openalex.org/W1883505670","https://openalex.org/W1909740415","https://openalex.org/W1951724000","https://openalex.org/W1957167950","https://openalex.org/W1983902383","https://openalex.org/W1990872829","https://openalex.org/W1993947467","https://openalex.org/W2000723744","https://openalex.org/W2015928938","https://openalex.org/W2019655958","https://openalex.org/W2020740455","https://openalex.org/W2022297013","https://openalex.org/W2031358560","https://openalex.org/W2049981393","https://openalex.org/W2070841486","https://openalex.org/W2087028773","https://openalex.org/W2094442379","https://openalex.org/W2099196599","https://openalex.org/W2099812113","https://openalex.org/W2117921209","https://openalex.org/W2121112685","https://openalex.org/W2127578081","https://openalex.org/W2154571185","https://openalex.org/W2155988679","https://openalex.org/W2160821342","https://openalex.org/W2163845850","https://openalex.org/W2304250324","https://openalex.org/W2314385552","https://openalex.org/W2326642130","https://openalex.org/W2474583281","https://openalex.org/W2519911873","https://openalex.org/W2618755172","https://openalex.org/W2733162651","https://openalex.org/W2748994322","https://openalex.org/W2770212590","https://openalex.org/W2774486220","https://openalex.org/W2804297536","https://openalex.org/W2807446818","https://openalex.org/W2809278434","https://openalex.org/W2809835441","https://openalex.org/W2952757700","https://openalex.org/W2988794531","https://openalex.org/W3008687455","https://openalex.org/W3022800136","https://openalex.org/W3025893670","https://openalex.org/W3034584344","https://openalex.org/W3035663944","https://openalex.org/W3044328434","https://openalex.org/W3089401884","https://openalex.org/W3122686783","https://openalex.org/W3125817272","https://openalex.org/W3161540023","https://openalex.org/W3166891912","https://openalex.org/W3174402893","https://openalex.org/W3184980523","https://openalex.org/W3215170518","https://openalex.org/W4224060965","https://openalex.org/W4225082649","https://openalex.org/W4288040222","https://openalex.org/W4312055906","https://openalex.org/W4319159812","https://openalex.org/W4322491865","https://openalex.org/W4323275831","https://openalex.org/W4378072469","https://openalex.org/W4384665828","https://openalex.org/W4385296594","https://openalex.org/W4385330650","https://openalex.org/W4399189782","https://openalex.org/W4399600902","https://openalex.org/W4401701857","https://openalex.org/W4401882533","https://openalex.org/W4403560518","https://openalex.org/W4404171612","https://openalex.org/W4404349879","https://openalex.org/W4405617042","https://openalex.org/W4405861874","https://openalex.org/W4409167925","https://openalex.org/W4409844559","https://openalex.org/W4410190709","https://openalex.org/W4411472598","https://openalex.org/W4416597344","https://openalex.org/W7119535128","https://openalex.org/W7121598537","https://openalex.org/W7159860331","https://openalex.org/W7167784153","https://openalex.org/W7214198646"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Palatal":[2,213],"morphology":[3],"shows":[4],"considerable":[5],"inter-individual":[6],"variability;":[7],"however,":[8],"its":[9],"utility":[10],"in":[11,23,169,183,228],"forensic":[12,229],"identification":[13,147],"remains":[14],"uncertain.":[15],"It":[16],"is":[17],"also":[18],"unclear":[19],"whether":[20],"developmental":[21,58,177,211],"changes":[22],"palatal":[24,50,198],"shape":[25],"affect":[26],"matching":[27,56,118],"performance":[28,119,173,208],"when":[29],"comparing":[30],"against":[31],"earlier":[32],"antemortem":[33],"records":[34],"from":[35,64],"primary":[36,94],"and":[37,93,110,145,225],"mixed":[38],"dentitions.":[39,95],"Our":[40],"study":[41],"aimed":[42],"to":[43,76,190],"evaluate":[44],"the":[45,180],"discriminative":[46],"potential":[47,203],"of":[48],"3D":[49,197],"surface":[51,141,199],"scans":[52,85,200],"for":[53,204,223],"antemortem-postmortem":[54],"(AM-PM)":[55],"across":[57,90,160,210],"stages.":[59],"Methods":[60],"Maxillary":[61],"dental":[62],"casts":[63],"a":[65,100,220],"longitudinal":[66],"twin":[67],"cohort":[68],"(":[69],"n":[70],"=":[71],"81":[72],"pairs)":[73],"were":[74],"digitised":[75],"generate":[77],"palate-only":[78],"models":[79],"simulating":[80],"PM":[81],"datasets,":[82],"while":[83],"full":[84],"served":[86],"as":[87,219],"AM":[88],"references":[89],"permanent,":[91],"mixed,":[92],"Comparison":[96],"was":[97,120,165],"performed":[98],"using":[99,122],"two-stage":[101],"registration":[102],"framework":[103],"incorporating":[104],"feature-based":[105],"RANSAC":[106],"(Random":[107],"Sample":[108],"Consensus)":[109],"geometry-based":[111],"Iterative":[112],"Closest":[113],"Point":[114],"(ICP)":[115],"algorithms.":[116],"The":[117],"assessed":[121],"global":[123],"alignment":[124],"score":[125],"(RANSAC":[126],"inlier":[127],"ratio),":[128],"fitness":[129,155],"(final":[130],"correspondence":[131],"ratio":[132],"after":[133,143],"refinement),":[134],"root":[135],"mean":[136,140],"square":[137],"error":[138],"(RMSE;":[139],"distance":[142],"alignment),":[144],"rank-based":[146],"analysis.":[148],"Results":[149],"True":[150],"matches":[151],"demonstrated":[152,187],"significantly":[153,166],"higher":[154],"values":[156],"than":[157,194],"true":[158],"mismatches":[159],"all":[161],"comparisons,":[162],"whereas":[163],"RMSE":[164],"lower":[167],"only":[168],"permanent-to-permanent":[170],"comparisons.":[171,185],"Identification":[172],"decreased":[174],"with":[175,179],"increasing":[176],"differences,":[178],"lowest":[181],"accuracy":[182],"permanent-to-primary":[184],"Fitness":[186],"greater":[188],"robustness":[189],"cross-stage":[191],"morphological":[192],"variation":[193],"RMSE.":[195],"Conclusion":[196],"show":[201],"discriminatory":[202],"AM-PM":[205],"matching,":[206],"but":[207],"reduced":[209],"transitions.":[212],"comparison":[214],"could":[215],"still":[216],"potentially":[217],"act":[218],"supplementary":[221],"tool":[222],"screening":[224],"candidate":[226],"prioritisation":[227],"identification.":[230]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-11T00:00:00"}