{"id":"https://openalex.org/W4386386530","doi":"https://doi.org/10.1186/s12859-023-05450-6","title":"AUD-DSS: a decision support system for early detection of patients with alcohol use disorder","display_name":"AUD-DSS: a decision support system for early detection of patients with alcohol use disorder","publication_year":2023,"publication_date":"2023-09-02","ids":{"openalex":"https://openalex.org/W4386386530","doi":"https://doi.org/10.1186/s12859-023-05450-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/37658294"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05450-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05450-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05450-6","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/counter/pdf/10.1186/s12859-023-05450-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071114884","display_name":"Ali Ebrahimi","orcid":"https://orcid.org/0000-0002-3332-6205"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Ali Ebrahimi","raw_affiliation_strings":["SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark. aleb@mmmi.sdu.dk","SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark. aleb@mmmi.sdu.dk","institution_ids":["https://openalex.org/I184886455"]},{"raw_affiliation_string":"SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089302640","display_name":"Uffe Kock Wiil","orcid":"https://orcid.org/0000-0001-6898-4083"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Uffe Kock Wiil","raw_affiliation_strings":["SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020826891","display_name":"Ruben Baskaran","orcid":null},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Ruben Baskaran","raw_affiliation_strings":["SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086855150","display_name":"Abdolrahman Peimankar","orcid":"https://orcid.org/0000-0002-3180-4365"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Abdolrahman Peimankar","raw_affiliation_strings":["SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU Health Informatics and Technology, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030102986","display_name":"Kjeld Andersen","orcid":"https://orcid.org/0000-0003-0456-5634"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kjeld Andersen","raw_affiliation_strings":["Unit for Clinical Alcohol Research, Clinical Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit for Clinical Alcohol Research, Clinical Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059304250","display_name":"Anette S\u00f8gaard Nielsen","orcid":"https://orcid.org/0000-0002-8569-4165"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anette S\u00f8gaard Nielsen","raw_affiliation_strings":["Unit for Clinical Alcohol Research, Clinical Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit for Clinical Alcohol Research, Clinical Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071114884"],"corresponding_institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.8422,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86437347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"329","last_page":"329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.4408000111579895,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.4408000111579895,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.05400000140070915,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.03799999877810478,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alcohol-use-disorder","display_name":"Alcohol use disorder","score":0.8160029053688049},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6649600267410278},{"id":"https://openalex.org/keywords/alcohol","display_name":"Alcohol","score":0.5590323805809021},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4732901453971863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45826464891433716},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.44812247157096863},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41779541969299316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30657753348350525},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15281185507774353},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10980468988418579},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.0980079174041748},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.07179102301597595}],"concepts":[{"id":"https://openalex.org/C2779442783","wikidata":"https://www.wikidata.org/wiki/Q15326","display_name":"Alcohol use disorder","level":3,"score":0.8160029053688049},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6649600267410278},{"id":"https://openalex.org/C2781066024","wikidata":"https://www.wikidata.org/wiki/Q156","display_name":"Alcohol","level":2,"score":0.5590323805809021},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4732901453971863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45826464891433716},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.44812247157096863},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41779541969299316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30657753348350525},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15281185507774353},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10980468988418579},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0980079174041748},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.07179102301597595},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-023-05450-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05450-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05450-6","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:37658294","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37658294","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:pubmedcentral.nih.gov:10474761","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10474761","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10474761/pdf/12859_2023_Article_5450.pdf","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"},{"id":"pmh:oai:sdu.dk:publications/b02b7a35-ddd0-4dae-8fc0-0f0f29608ed6","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/b02b7a35-ddd0-4dae-8fc0-0f0f29608ed6","pdf_url":"https://findresearcher.sdu.dk/ws/files/240395349/s12859_023_05450_6.pdf","source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"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":"Ebrahimi, A, Wiil, U K, Baskaran, R, Peimankar, A, Andersen, K & Nielsen, A S 2023, 'AUD-DSS: a decision support system for early detection of patients with alcohol use disorder', BMC Bioinformatics, vol. 24, no. 1, 329. https://doi.org/10.1186/s12859-023-05450-6","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:9e835bef02c246e4b95b88f86fe0b5fe","is_oa":true,"landing_page_url":"https://doaj.org/article/9e835bef02c246e4b95b88f86fe0b5fe","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 24, Iss 1, Pp 1-24 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05450-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05450-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05450-6","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/3","display_name":"Good health and well-being","score":0.8899999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386386530.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1500435738","https://openalex.org/W1563088657","https://openalex.org/W1972269321","https://openalex.org/W1976035027","https://openalex.org/W1985369305","https://openalex.org/W1993220166","https://openalex.org/W2009985261","https://openalex.org/W2019694480","https://openalex.org/W2027001671","https://openalex.org/W2043767998","https://openalex.org/W2048660210","https://openalex.org/W2081014657","https://openalex.org/W2082893943","https://openalex.org/W2098667370","https://openalex.org/W2102831150","https://openalex.org/W2104960492","https://openalex.org/W2105661762","https://openalex.org/W2107686700","https://openalex.org/W2110608362","https://openalex.org/W2120817608","https://openalex.org/W2136175013","https://openalex.org/W2141636993","https://openalex.org/W2143426320","https://openalex.org/W2148143831","https://openalex.org/W2177065710","https://openalex.org/W2273161376","https://openalex.org/W2282821441","https://openalex.org/W2294330008","https://openalex.org/W2336678555","https://openalex.org/W2338648068","https://openalex.org/W2411108056","https://openalex.org/W2416912299","https://openalex.org/W2421784148","https://openalex.org/W2464605313","https://openalex.org/W2492513888","https://openalex.org/W2562319768","https://openalex.org/W2573541319","https://openalex.org/W2582515246","https://openalex.org/W2592842236","https://openalex.org/W2618851150","https://openalex.org/W2761522368","https://openalex.org/W2784104656","https://openalex.org/W2808349803","https://openalex.org/W2885200520","https://openalex.org/W2886819329","https://openalex.org/W2901609400","https://openalex.org/W2910523285","https://openalex.org/W2911964244","https://openalex.org/W2912581524","https://openalex.org/W2913614159","https://openalex.org/W2916344862","https://openalex.org/W2958208063","https://openalex.org/W2970130866","https://openalex.org/W2979349116","https://openalex.org/W2987201163","https://openalex.org/W3006259343","https://openalex.org/W3009384997","https://openalex.org/W3015966200","https://openalex.org/W3024175336","https://openalex.org/W3027920344","https://openalex.org/W3037838303","https://openalex.org/W3044482460","https://openalex.org/W3048961075","https://openalex.org/W3081125651","https://openalex.org/W3087192809","https://openalex.org/W3093833437","https://openalex.org/W3096705182","https://openalex.org/W3120293480","https://openalex.org/W3173818966","https://openalex.org/W3181971677","https://openalex.org/W3210820305","https://openalex.org/W3213509763","https://openalex.org/W4200445911","https://openalex.org/W4211253314","https://openalex.org/W4229058092","https://openalex.org/W4292854458","https://openalex.org/W4309890141","https://openalex.org/W4313894339","https://openalex.org/W6973230856","https://openalex.org/W7064103867"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2098044946"],"abstract_inverted_index":{"BACKGROUND:":[0],"Alcohol":[1],"use":[2],"disorder":[3],"(AUD)":[4],"causes":[5],"significant":[6],"morbidity,":[7],"mortality,":[8],"and":[9,71,184,192,211,259,295,304,309,316],"injuries.":[10],"According":[11],"to":[12,25,48,50,66,114,147,163,181,238,340,353,363,367],"reports,":[13],"approximately":[14],"5%":[15],"of":[16,35,75,84,95,141,169,188,201,215,227,244,268,344,375],"all":[17,269],"registered":[18],"deaths":[19],"in":[20,134,224,272,379],"Denmark":[21,229],"could":[22],"be":[23,89,112,132,354],"due":[24,65],"AUD.":[26,98,204,347],"The":[27,137,242,283,348],"problem":[28],"is":[29,81,351,398],"compounded":[30],"by":[31,91,106],"the":[32,72,92,152,165,186,189,198,225,231,234,280,287,341,357],"late":[33],"identification":[34],"patients":[36,96,202,345,393],"with":[37,97,160,203,346,392],"AUD,":[38],"a":[39,82,135,172,209,266,371,385,390,396],"situation":[40],"that":[41,286,325],"can":[42,88,111,131],"cause":[43],"enormous":[44],"problems,":[45],"from":[46,56,220],"psychological":[47],"physical":[49],"economic":[51],"problems.":[52],"Many":[53],"individuals":[54],"suffering":[55],"AUD":[57,117,126],"never":[58],"undergo":[59],"specialist":[60],"treatment":[61],"during":[62],"their":[63],"addiction":[64],"obstacles":[67],"such":[68,248],"as":[69,249],"taboo":[70],"poor":[73],"performance":[74],"current":[76],"screening":[77],"tools.":[78],"Therefore,":[79],"there":[80],"lack":[83],"rapid":[85],"intervention.":[86],"This":[87,121],"mitigated":[90],"early":[93,199,342],"detection":[94,200,343],"A":[99],"clinical":[100,337,368],"decision":[101,255],"support":[102,250],"system":[103,362],"(DSS)":[104],"powered":[105],"machine":[107],"learning":[108,275],"(ML)":[109],"methods":[110],"used":[113,133,237],"diagnose":[115],"patients'":[116],"status":[118],"earlier.":[119],"METHODS:":[120],"study":[122,298],"proposes":[123],"an":[124,194,273,318],"effective":[125],"prediction":[127],"model":[128,139,196],"(AUDPM),":[129],"which":[130],"DSS.":[136],"proposed":[138,288,327],"consists":[140],"four":[142],"distinct":[143],"components:":[144],"(1)":[145],"imputation":[146],"address":[148],"missing":[149],"values":[150],"using":[151],"k-nearest":[153],"neighbours":[154],"approach,":[155],"(2)":[156],"recursive":[157],"feature":[158],"elimination":[159],"cross":[161],"validation":[162],"select":[164],"most":[166],"relevant":[167],"subset":[168],"features,":[170],"(3)":[171],"hybrid":[173],"synthetic":[174],"minority":[175],"oversampling":[176],"technique-edited":[177],"nearest":[178],"neighbour":[179],"approach":[180,276],"remove":[182],"noise":[183],"balance":[185],"distribution":[187],"training":[190],"data,":[191],"(4)":[193],"ML":[195,240,246],"for":[197,230,279,388,394],"Two":[205],"data":[206],"sources,":[207],"including":[208],"questionnaire":[210],"electronic":[212],"health":[213,360],"records":[214],"2571":[216],"patients,":[217],"were":[218,263],"collected":[219],"Odense":[221],"University":[222],"Hospital":[223],"Region":[226],"Southern":[228],"AUD-Dataset.":[232],"Then,":[233],"AUD-Dataset":[235],"was":[236,277,323],"build":[239],"models.":[241],"results":[243,284],"different":[245],"models,":[247],"vector":[251],"machine,":[252],"K-nearest":[253],"neighbour,":[254],"tree,":[256],"random":[257],"forest,":[258],"extreme":[260],"gradient":[261],"boosting,":[262],"compared.":[264],"Finally,":[265],"combination":[267],"these":[270],"models":[271,294],"ensemble":[274,289],"selected":[278],"AUDPM.":[281],"RESULTS:":[282],"revealed":[285],"AUDPM":[290,328],"outperformed":[291],"other":[292,380],"single":[293],"our":[296,326],"previous":[297],"results,":[299],"achieving":[300],"0.96,":[301],"0.94,":[302],"0.95,":[303],"0.97":[305],"precision,":[306],"recall,":[307],"F1-score,":[308],"accuracy,":[310],"respectively.":[311],"In":[312,333],"addition,":[313,334],"we":[314,335],"designed":[315,349],"developed":[317],"AUD-DSS":[319,350],"prototype.":[320],"CONCLUSION:":[321],"It":[322],"shown":[324],"achieved":[329],"high":[330],"classification":[331],"performance.":[332],"identified":[336],"factors":[338],"related":[339],"intended":[352],"integrated":[355],"into":[356],"existing":[358],"Danish":[359],"care":[361],"provide":[364],"novel":[365],"information":[366],"staff":[369,384],"if":[370],"patient":[372],"shows":[373],"signs":[374],"harmful":[376],"alcohol":[377],"use;":[378],"words,":[381],"it":[382],"gives":[383],"good":[386],"reason":[387],"having":[389],"conversation":[391,397],"whom":[395],"relevant.":[399]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}