{"id":"https://openalex.org/W3213254594","doi":"https://doi.org/10.1186/s12859-021-04444-6","title":"ANINet: a deep neural network for skull ancestry estimation","display_name":"ANINet: a deep neural network for skull ancestry estimation","publication_year":2021,"publication_date":"2021-11-11","ids":{"openalex":"https://openalex.org/W3213254594","doi":"https://doi.org/10.1186/s12859-021-04444-6","mag":"3213254594","pmid":"https://pubmed.ncbi.nlm.nih.gov/34763653"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-021-04444-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04444-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04444-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04444-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101103068","display_name":"Lin Pengyue","orcid":null},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Pengyue","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079441945","display_name":"Xia Siyuan","orcid":null},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Siyuan","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101836045","display_name":"Yi Jiang","orcid":"https://orcid.org/0000-0003-0409-4692"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Yi","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006980036","display_name":"Yang Wen","orcid":"https://orcid.org/0000-0001-6303-8178"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wen","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014959803","display_name":"Liu Xiaoning","orcid":"https://orcid.org/0000-0001-5189-0646"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liu Xiaoning","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China. xnliu@nwu.edu.cn","College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China. xnliu@nwu.edu.cn","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050842662","display_name":"Guohua Geng","orcid":"https://orcid.org/0000-0002-4234-2119"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng Guohua","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001896666","display_name":"Shixiong Wang","orcid":"https://orcid.org/0000-0002-4272-1864"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Shixiong","raw_affiliation_strings":["College of Information Science and Technology, Northwest University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014959803"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":7.9999,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.96891627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"550","last_page":"550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.9211999773979187,"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":0.9211999773979187,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.021299999207258224,"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/T10751","display_name":"Forensic and Genetic Research","score":0.015799999237060547,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/skull","display_name":"Skull","score":0.7793565988540649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.700791597366333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6449231505393982},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5716241598129272},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42314302921295166},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42225217819213867},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4190135598182678},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4024950861930847},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3980158865451813},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1342698037624359},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.09578105807304382}],"concepts":[{"id":"https://openalex.org/C2779300802","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Skull","level":2,"score":0.7793565988540649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.700791597366333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6449231505393982},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5716241598129272},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42314302921295166},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42225217819213867},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4190135598182678},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4024950861930847},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3980158865451813},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1342698037624359},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.09578105807304382},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-021-04444-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04444-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04444-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:34763653","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34763653","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:eec60a0a9828499cbc2ab92ee6fe4336","is_oa":true,"landing_page_url":"https://doaj.org/article/eec60a0a9828499cbc2ab92ee6fe4336","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 22, Iss 1, Pp 1-24 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8588617","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8588617","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-021-04444-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-021-04444-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04444-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.7300000190734863,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1644291062","display_name":null,"funder_award_id":"61802311","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2308778187","display_name":"\u7834\u635f\u9676\u8d28\u6587\u7269\u6570\u5b57\u51e0\u4f55\u865a\u62df\u590d\u539f\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61731015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2999609096","display_name":null,"funder_award_id":"61731015","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4017031819","display_name":null,"funder_award_id":"2019ZDLSF07-02","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4705552603","display_name":null,"funder_award_id":"2019ZDLSF07-02","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G555259318","display_name":null,"funder_award_id":"61731015","funder_id":"https://openalex.org/F4320322439","funder_display_name":"Northwest University"},{"id":"https://openalex.org/G708789216","display_name":null,"funder_award_id":"2019YFC1521103","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7571100097","display_name":null,"funder_award_id":"2019ZDLGY10-01","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G782478783","display_name":null,"funder_award_id":"2019ZDLGY10-01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322439","display_name":"Northwest University","ror":"https://ror.org/00z3td547"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213254594.pdf","grobid_xml":"https://content.openalex.org/works/W3213254594.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1535318842","https://openalex.org/W1680392829","https://openalex.org/W1986186643","https://openalex.org/W2052921424","https://openalex.org/W2069041021","https://openalex.org/W2094800300","https://openalex.org/W2097117768","https://openalex.org/W2097804665","https://openalex.org/W2098019427","https://openalex.org/W2110052863","https://openalex.org/W2111243324","https://openalex.org/W2112796928","https://openalex.org/W2142261393","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2312858898","https://openalex.org/W2508811996","https://openalex.org/W2559500638","https://openalex.org/W2618530766","https://openalex.org/W2768576051","https://openalex.org/W2790253675","https://openalex.org/W2908341531","https://openalex.org/W2915684450","https://openalex.org/W2962835968","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2982180961","https://openalex.org/W3129092437"],"related_works":["https://openalex.org/W1996993591","https://openalex.org/W2020061871","https://openalex.org/W2424073895","https://openalex.org/W2368943772","https://openalex.org/W2367972372","https://openalex.org/W91146296","https://openalex.org/W2049611277","https://openalex.org/W2144744678","https://openalex.org/W2068774814","https://openalex.org/W3216787413"],"abstract_inverted_index":{"BACKGROUND:":[0],"Ancestry":[1],"estimation":[2,29,168],"of":[3,10,38,81,86,91,114,140,146,161,196],"skulls":[4],"is":[5,235],"under":[6],"a":[7,77,212],"wide":[8],"range":[9],"applications":[11],"in":[12,25,190,208,231],"forensic":[13],"science,":[14],"anthropology,":[15],"and":[16,34,41,61,68,71,95,109,128,143,151,172,185,199,216,233],"facial":[17],"reconstruction.":[18],"This":[19,45],"study":[20],"aims":[21],"to":[22,63,103,134,219],"avoid":[23],"defects":[24],"traditional":[26],"skull":[27,49,119,142,148,166,224,240],"ancestry":[28,74,167,241],"methods,":[30,205],"such":[31],"as":[32,52,122],"time-consuming":[33],"labor-intensive":[35],"manual":[36],"calibration":[37],"feature":[39,89],"points,":[40,90],"subjective":[42],"results.":[43],"RESULTS:":[44],"paper":[46,192,210],"uses":[47],"the":[48,58,65,73,84,93,105,110,115,118,123,137,159,162,177,187,194,206],"depth":[50,101,107,112,120,225],"image":[51,108,113,121],"input,":[53],"based":[54],"on":[55,136],"AlexNet,":[56,180],"introduces":[57],"Wide":[59],"module":[60],"SE-block":[62],"improve":[64],"network,":[66],"designs":[67],"proposes":[69],"ANINet,":[70],"realizes":[72],"classification.":[75],"Such":[76],"unified":[78],"model":[79],"architecture":[80],"ANINet":[82,234],"overcomes":[83],"subjectivity":[85],"manually":[87],"calibrating":[88],"which":[92],"accuracy":[94,198],"efficiency":[96],"are":[97],"improved.":[98],"We":[99],"use":[100,125],"projection":[102],"obtain":[104],"local":[106,129],"global":[111,131],"skull,":[116],"take":[117],"object,":[124],"global,":[126],"local,":[127],"+":[130],"methods":[132,164],"respectively":[133],"experiment":[135],"95":[138],"cases":[139,145],"Han":[141],"110":[144],"Uyghur":[147],"data":[149],"sets,":[150],"perform":[152],"cross-validation.":[153],"The":[154],"experimental":[155],"results":[156],"show":[157],"that":[158],"accuracies":[160],"three":[163],"for":[165,239],"reached":[169],"98.21%,":[170],"98.04%":[171],"99.03%,":[173],"respectively.":[174],"Compared":[175],"with":[176,203],"classic":[178],"networks":[179],"Vgg-16,":[181],"GoogLenet,":[182],"ResNet-50,":[183],"DenseNet-121,":[184],"SqueezeNet,":[186],"network":[188],"proposed":[189],"this":[191,209],"has":[193,211],"advantages":[195],"high":[197],"small":[200],"parameters;":[201],"compared":[202],"state-of-the-art":[204],"method":[207],"higher":[213],"learning":[214],"rate":[215],"better":[217],"ability":[218],"estimate.":[220],"CONCLUSIONS:":[221],"In":[222],"summary,":[223],"images":[226],"have":[227],"an":[228,236],"excellent":[229],"performance":[230],"estimation,":[232],"effective":[237],"approach":[238],"estimation.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
