{"id":"https://openalex.org/W4404033641","doi":"https://doi.org/10.1007/s00414-024-03359-0","title":"Sex estimation from patellar measurements in a contemporary Italian population: a machine learning approach","display_name":"Sex estimation from patellar measurements in a contemporary Italian population: a machine learning approach","publication_year":2024,"publication_date":"2024-11-04","ids":{"openalex":"https://openalex.org/W4404033641","doi":"https://doi.org/10.1007/s00414-024-03359-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/39495285"},"language":"en","primary_location":{"id":"doi:10.1007/s00414-024-03359-0","doi":"https://doi.org/10.1007/s00414-024-03359-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00414-024-03359-0","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Legal Medicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04961234v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066733627","display_name":"Siam Knecht","orcid":"https://orcid.org/0009-0007-8350-3904","observed_orcids":["https://orcid.org/0009-0007-8350-3904"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4405274273","display_name":"Anthropologie Bio-Culturelle, Droit, \u00c9thique & Sant\u00e9","ror":"https://ror.org/01d6gcn73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I21491767","https://openalex.org/I4405274273"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Siam Knecht","raw_affiliation_strings":["Aix Marseille Universit\u00e9, CNRS, EFS, ADES, Marseille, 13007, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix Marseille Universit\u00e9, CNRS, EFS, ADES, Marseille, 13007, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4405274273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019786162","display_name":"Paolo Morandini","orcid":"https://orcid.org/0000-0002-6294-0191","observed_orcids":["https://orcid.org/0000-0002-6294-0191"]},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Morandini","raw_affiliation_strings":["LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019473064","display_name":"Lucie Biehler\u2010Gomez","orcid":"https://orcid.org/0000-0001-6674-7850","observed_orcids":["https://orcid.org/0000-0001-6674-7850"]},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Lucie Biehler-Gomez","raw_affiliation_strings":["LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy. lucie.biehler@unimi.it"],"raw_orcid":"https://orcid.org/0000-0001-6674-7850","affiliations":[{"raw_affiliation_string":"LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy. lucie.biehler@unimi.it","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001411435","display_name":"Lu\u00edsa Nogueira","orcid":"https://orcid.org/0009-0000-9990-5739","observed_orcids":["https://orcid.org/0009-0000-9990-5739"]},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luisa Nogueira","raw_affiliation_strings":["Facult\u00e9 de M\u00e9decine, Institut Universitaire d'Anthropologie M\u00e9dico-L\u00e9gale, Universit\u00e9 C\u00f4te d'Azur, 28 Avenue de Valombrose, Cedex 2 Nice, 06107, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine, Institut Universitaire d'Anthropologie M\u00e9dico-L\u00e9gale, Universit\u00e9 C\u00f4te d'Azur, 28 Avenue de Valombrose, Cedex 2 Nice, 06107, France","institution_ids":["https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017687422","display_name":"Pascal Adalian","orcid":"https://orcid.org/0000-0002-5101-9508","observed_orcids":["https://orcid.org/0000-0002-5101-9508"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4405274273","display_name":"Anthropologie Bio-Culturelle, Droit, \u00c9thique & Sant\u00e9","ror":"https://ror.org/01d6gcn73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I21491767","https://openalex.org/I4405274273"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Adalian","raw_affiliation_strings":["Aix Marseille Universit\u00e9, CNRS, EFS, ADES, Marseille, 13007, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix Marseille Universit\u00e9, CNRS, EFS, ADES, Marseille, 13007, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4405274273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048617296","display_name":"Cristina Cattaneo","orcid":"https://orcid.org/0000-0003-0086-029X","observed_orcids":["https://orcid.org/0000-0003-0086-029X"]},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Cattaneo","raw_affiliation_strings":["LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABANOF (Laboratorio di Antropologia e Odontologia Forense), Department of Biomedical Science for Health, University of Milan, Via Mangiagalli 37, Milan, 20133, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019473064"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":null,"fwci":13.4199,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98437683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"139","issue":"3","first_page":"1371","last_page":"1380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.9994999766349792,"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/T10751","display_name":"Forensic and Genetic Research","score":0.0,"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/T12417","display_name":"Morphological variations and asymmetry","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/patella","display_name":"patella","score":0.9819999933242798},{"id":"https://openalex.org/keywords/sexual-dimorphism","display_name":"sexual dimorphism","score":0.9399999976158142},{"id":"https://openalex.org/keywords/classifiers","display_name":"machine learning classifiers","score":0.6959999799728394},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9670000076293945},{"id":"https://openalex.org/keywords/forensic-anthropology","display_name":"forensic anthropology","score":0.75},{"id":"https://openalex.org/keywords/italian-population","display_name":"Italian population","score":0.9150000214576721}],"concepts":[{"id":"https://openalex.org/C68365596","wikidata":"https://www.wikidata.org/wiki/Q2632182","display_name":"Medical law","level":2,"score":0.5714020729064941},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5079148411750793},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4936901032924652},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.3545812666416168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3303912281990051},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3286544382572174},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32421115040779114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2901976406574249},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23121172189712524},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.22699612379074097},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10576152801513672},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"D007558","descriptor_name":"Italy","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010329","descriptor_name":"Patella","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D018732","descriptor_name":"Forensic Anthropology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054881","descriptor_name":"Sex Determination by Skeleton","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s00414-024-03359-0","doi":"https://doi.org/10.1007/s00414-024-03359-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00414-024-03359-0","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Legal Medicine","raw_type":"journal-article"},{"id":"pmid:39495285","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39495285","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,"listed_in":[],"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":"International journal of legal medicine","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-04961234v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04961234","pdf_url":"https://hal.science/hal-04961234v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Legal Medicine, In press, &#x27E8;10.1007/s00414-024-03359-0&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04961234v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04961234","pdf_url":"https://hal.science/hal-04961234v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Legal Medicine, In press, &#x27E8;10.1007/s00414-024-03359-0&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404033641.pdf","grobid_xml":"https://content.openalex.org/works/W4404033641.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W66168665","https://openalex.org/W85450694","https://openalex.org/W1563088657","https://openalex.org/W1797678443","https://openalex.org/W1912123407","https://openalex.org/W1975198502","https://openalex.org/W1988790447","https://openalex.org/W1989108143","https://openalex.org/W1991819440","https://openalex.org/W2001619934","https://openalex.org/W2003019609","https://openalex.org/W2006071226","https://openalex.org/W2011267768","https://openalex.org/W2012212365","https://openalex.org/W2023193797","https://openalex.org/W2023207758","https://openalex.org/W2032840173","https://openalex.org/W2046621125","https://openalex.org/W2054748272","https://openalex.org/W2056132907","https://openalex.org/W2067303248","https://openalex.org/W2089367109","https://openalex.org/W2102201073","https://openalex.org/W2108897110","https://openalex.org/W2110400653","https://openalex.org/W2143580423","https://openalex.org/W2144061318","https://openalex.org/W2149706766","https://openalex.org/W2177870565","https://openalex.org/W2212689873","https://openalex.org/W2295598076","https://openalex.org/W2321427128","https://openalex.org/W2423704972","https://openalex.org/W2498119267","https://openalex.org/W2521362771","https://openalex.org/W2746737014","https://openalex.org/W2791244699","https://openalex.org/W2794517965","https://openalex.org/W2796633555","https://openalex.org/W2903950532","https://openalex.org/W2911964244","https://openalex.org/W2955940427","https://openalex.org/W3032920243","https://openalex.org/W3032945710","https://openalex.org/W3047532081","https://openalex.org/W3049595707","https://openalex.org/W3093896473","https://openalex.org/W3102158203","https://openalex.org/W3102476541","https://openalex.org/W3135028703","https://openalex.org/W3142358623","https://openalex.org/W3157755805","https://openalex.org/W3181696167","https://openalex.org/W3194211642","https://openalex.org/W3200186595","https://openalex.org/W3209187113","https://openalex.org/W3214401192","https://openalex.org/W4210740480","https://openalex.org/W4220700300","https://openalex.org/W4221005326","https://openalex.org/W4239510810","https://openalex.org/W4297957988","https://openalex.org/W4303427360","https://openalex.org/W4311581240","https://openalex.org/W4312116840","https://openalex.org/W4312220418","https://openalex.org/W4320725980","https://openalex.org/W4324316206","https://openalex.org/W4372295273","https://openalex.org/W4379159876","https://openalex.org/W4384037721","https://openalex.org/W4385441901","https://openalex.org/W4400668420"],"related_works":["https://openalex.org/W7220862008","https://openalex.org/W4391898256","https://openalex.org/W4303427360","https://openalex.org/W4416952135","https://openalex.org/W3049595707","https://openalex.org/W2110400653","https://openalex.org/W4372295273","https://openalex.org/W2746737014","https://openalex.org/W2521362771","https://openalex.org/W2779997202"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2024-11-05T00:00:00"}
