{"id":"https://openalex.org/W4404481765","doi":"https://doi.org/10.1007/s10278-024-01317-1","title":"A Comparison of Deep Learning vs. Dental Implantologists in Cone-Beam Computed Tomography-Based Bone Quality Classification","display_name":"A Comparison of Deep Learning vs. Dental Implantologists in Cone-Beam Computed Tomography-Based Bone Quality Classification","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4404481765","doi":"https://doi.org/10.1007/s10278-024-01317-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/39557735"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01317-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-024-01317-1","pdf_url":null,"source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12343436/pdf/10278_2024_Article_1317.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114691971","display_name":"Thatphong Pornvoranant","orcid":null},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thatphong Pornvoranant","raw_affiliation_strings":["Graduate School of Dentistry, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Graduate School of Dentistry, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019302935","display_name":"Wannakamon Panyarak","orcid":"https://orcid.org/0000-0003-3557-586X"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wannakamon Panyarak","raw_affiliation_strings":["Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand. wannakamon.p@cmu.ac.th","Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand. wannakamon.p@cmu.ac.th","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081119097","display_name":"Kittichai Wantanajittikul","orcid":"https://orcid.org/0000-0002-9111-8092"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Kittichai Wantanajittikul","raw_affiliation_strings":["Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand. kittichai.wan@cmu.ac.th","Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand. kittichai.wan@cmu.ac.th","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046928544","display_name":"Arnon Charuakkra","orcid":"https://orcid.org/0009-0002-4765-2447"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Arnon Charuakkra","raw_affiliation_strings":["Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055484709","display_name":"Pimduen Rungsiyakull","orcid":"https://orcid.org/0000-0002-7497-6618"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pimduen Rungsiyakull","raw_affiliation_strings":["Department of Prosthodontics, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Prosthodontics, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014358033","display_name":"Pisaisit Chaijareenont","orcid":null},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pisaisit Chaijareenont","raw_affiliation_strings":["Department of Prosthodontics, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Prosthodontics, Faculty of Dentistry, Chiang Mai University, Suthep Road, Suthep Sub-District, Mueang, Chiang Mai, 50200, Thailand","institution_ids":["https://openalex.org/I48076826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5081119097"],"corresponding_institution_ids":["https://openalex.org/I48076826"],"apc_list":null,"apc_paid":null,"fwci":1.4245,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81968998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"38","issue":"4","first_page":"2462","last_page":"2471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9998000264167786,"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/T10359","display_name":"Dental Implant Techniques and Outcomes","score":0.9993000030517578,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cone-beam-computed-tomography","display_name":"Cone beam computed tomography","score":0.6170868277549744},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5598273277282715},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4590756595134735},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.45333534479141235},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4510924816131592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4122354984283447},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4117394983768463},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.37435370683670044},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.36004966497421265},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.3558630049228668},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.32079118490219116},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2852984666824341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2555297613143921},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14942890405654907},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10483404994010925}],"concepts":[{"id":"https://openalex.org/C2779813781","wikidata":"https://www.wikidata.org/wiki/Q1224951","display_name":"Cone beam computed tomography","level":3,"score":0.6170868277549744},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5598273277282715},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4590756595134735},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.45333534479141235},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4510924816131592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4122354984283447},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4117394983768463},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.37435370683670044},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.36004966497421265},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.3558630049228668},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.32079118490219116},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2852984666824341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2555297613143921},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14942890405654907},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10483404994010925},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000066794","descriptor_name":"Oral and Maxillofacial Surgeons","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000066794","descriptor_name":"Oral and Maxillofacial Surgeons","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000066794","descriptor_name":"Oral and Maxillofacial Surgeons","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007396","descriptor_name":"Internship and Residency","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007396","descriptor_name":"Internship and Residency","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007396","descriptor_name":"Internship and Residency","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D007568","descriptor_name":"Jaw","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015921","descriptor_name":"Dental Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015921","descriptor_name":"Dental Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015921","descriptor_name":"Dental Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015921","descriptor_name":"Dental Implants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-024-01317-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-024-01317-1","pdf_url":null,"source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39557735","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39557735","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:europepmc.org:11155112","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12343436","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12343436/pdf/10278_2024_Article_1317.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:11155112","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12343436","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12343436/pdf/10278_2024_Article_1317.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G6490202640","display_name":null,"funder_award_id":"R66IN00395","funder_id":"https://openalex.org/F4320321529","funder_display_name":"Chiang Mai University"}],"funders":[{"id":"https://openalex.org/F4320321529","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404481765.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1997726795","https://openalex.org/W2068373666","https://openalex.org/W2328217119","https://openalex.org/W2462983999","https://openalex.org/W2783666209","https://openalex.org/W2811050809","https://openalex.org/W2886317930","https://openalex.org/W2923823750","https://openalex.org/W3015126388","https://openalex.org/W3021155633","https://openalex.org/W3087219179","https://openalex.org/W3167726106","https://openalex.org/W3198343042","https://openalex.org/W4205121804","https://openalex.org/W4223608996","https://openalex.org/W4281807688","https://openalex.org/W4283315232","https://openalex.org/W4283770308","https://openalex.org/W4284887878","https://openalex.org/W4286799658","https://openalex.org/W4288052715","https://openalex.org/W4320497550","https://openalex.org/W4391469747","https://openalex.org/W4391943966","https://openalex.org/W6910622651"],"related_works":["https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W2188736150","https://openalex.org/W4293073787","https://openalex.org/W2768843469","https://openalex.org/W2358294942","https://openalex.org/W2614950993","https://openalex.org/W4367460280"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}