{"id":"https://openalex.org/W4406238183","doi":"https://doi.org/10.1109/bibm62325.2024.10822296","title":"Predicting HIV Diagnosis Among Emerging Adults Using Electronic Health Records and Health Survey Data in All of Us Research Program","display_name":"Predicting HIV Diagnosis Among Emerging Adults Using Electronic Health Records and Health Survey Data in All of Us Research Program","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406238183","doi":"https://doi.org/10.1109/bibm62325.2024.10822296","pmid":"https://pubmed.ncbi.nlm.nih.gov/39950131"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11823436/pdf/nihms-2053251.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050726436","display_name":"Balu Bhasuran","orcid":"https://orcid.org/0000-0002-9890-4627"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Balu Bhasuran","raw_affiliation_strings":["Florida State University,School of Information,Tallahassee,FL,USA"],"affiliations":[{"raw_affiliation_string":"Florida State University,School of Information,Tallahassee,FL,USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065668377","display_name":"Yiyang Liu","orcid":"https://orcid.org/0000-0002-5519-3853"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiyang Liu","raw_affiliation_strings":["University of Florida,Department of Epidemiology,Gainesville,FL,USA"],"affiliations":[{"raw_affiliation_string":"University of Florida,Department of Epidemiology,Gainesville,FL,USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039419132","display_name":"Mattia Prosperi","orcid":"https://orcid.org/0000-0002-9021-5595"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mattia Prosperi","raw_affiliation_strings":["University of Florida,Department of Epidemiology,Gainesville,FL,USA"],"affiliations":[{"raw_affiliation_string":"University of Florida,Department of Epidemiology,Gainesville,FL,USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102813379","display_name":"Karen MacDonell","orcid":"https://orcid.org/0000-0002-0028-6163"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen MacDonell","raw_affiliation_strings":["University of Florida,Department of Epidemiology,Gainesville,FL,USA"],"affiliations":[{"raw_affiliation_string":"University of Florida,Department of Epidemiology,Gainesville,FL,USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089024643","display_name":"Sylvie Naar","orcid":"https://orcid.org/0000-0001-6369-4685"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sylvie Naar","raw_affiliation_strings":["Florida State University,School of Information,Tallahassse,FL,USA"],"affiliations":[{"raw_affiliation_string":"Florida State University,School of Information,Tallahassse,FL,USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047567293","display_name":"Zhe He","orcid":"https://orcid.org/0000-0003-3608-0244"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhe He","raw_affiliation_strings":["Florida State University,School of Information,Tallahassee,FL,USA"],"affiliations":[{"raw_affiliation_string":"Florida State University,School of Information,Tallahassee,FL,USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050726436"],"corresponding_institution_ids":["https://openalex.org/I103163165"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30650729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"5433","last_page":"5440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10082","display_name":"HIV/AIDS Research and Interventions","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10082","display_name":"HIV/AIDS Research and Interventions","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.988099992275238,"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/T10327","display_name":"Adolescent Sexual and Reproductive Health","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.6517077684402466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5426597595214844},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.5222775936126709},{"id":"https://openalex.org/keywords/health-data","display_name":"Health data","score":0.5047272443771362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4851861596107483},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.4562990367412567},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.41834020614624023},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28559646010398865},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.27698782086372375},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.24008160829544067},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15014827251434326},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12919172644615173}],"concepts":[{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6517077684402466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5426597595214844},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.5222775936126709},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.5047272443771362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4851861596107483},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.4562990367412567},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.41834020614624023},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28559646010398865},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.27698782086372375},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.24008160829544067},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15014827251434326},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12919172644615173},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmid:39950131","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39950131","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":"Proceedings. IEEE International Conference on Bioinformatics and Biomedicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11823436","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11823436","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11823436/pdf/nihms-2053251.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings (IEEE Int Conf Bioinformatics Biomed)","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11823436","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11823436","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11823436/pdf/nihms-2053251.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings (IEEE Int Conf Bioinformatics Biomed)","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1900321182","display_name":null,"funder_award_id":"UL1TR001427","funder_id":"https://openalex.org/F4320309170","funder_display_name":"Florida State University"},{"id":"https://openalex.org/G2417061327","display_name":null,"funder_award_id":"UL1TR0014","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3328176752","display_name":null,"funder_award_id":"UL1TR00142","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4251098122","display_name":null,"funder_award_id":"UL1TR001427","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G4818037007","display_name":null,"funder_award_id":"TR001427","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7211153767","display_name":null,"funder_award_id":"UL1TR001427","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7757249039","display_name":null,"funder_award_id":"UL1TR00142","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G8811370569","display_name":null,"funder_award_id":"R01AI172875","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320309170","display_name":"Florida State University","ror":"https://ror.org/05g3dte14"},{"id":"https://openalex.org/F4320310009","display_name":"University of Florida","ror":"https://ror.org/02y3ad647"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406238183.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2072076097","https://openalex.org/W2252823263","https://openalex.org/W2551886373","https://openalex.org/W2912083425","https://openalex.org/W2953497237","https://openalex.org/W2955970210","https://openalex.org/W3037374172","https://openalex.org/W3203251160","https://openalex.org/W3212886040","https://openalex.org/W3216882035","https://openalex.org/W4290839014","https://openalex.org/W4385715290","https://openalex.org/W4386057324","https://openalex.org/W6737947904"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W2909369938","https://openalex.org/W4392490004","https://openalex.org/W1641026212","https://openalex.org/W4402738807","https://openalex.org/W2911982698","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2087134418","https://openalex.org/W2078646730"],"abstract_inverted_index":{"The":[0],"global":[1],"decline":[2],"in":[3,10,108,120],"HIV":[4,58,122,133],"incidence":[5],"has":[6],"not":[7],"been":[8],"mirrored":[9],"the":[11,34,71,103,115],"United":[12],"States,":[13],"where":[14],"young":[15],"adults":[16],"(ages":[17],"18-29)":[18],"continue":[19],"to":[20,50],"account":[21],"for":[22],"a":[23,78],"significant":[24],"portion":[25],"of":[26,36,56,105,117],"new":[27],"infections.":[28],"In":[29],"this":[30,109],"study,":[31],"we":[32],"leverage":[33],"All":[35],"Us":[37],"(AoU)":[38],"Research":[39],"Program's":[40],"extensive":[41],"electronic":[42],"health":[43,47,128],"records":[44],"(EHRs)":[45],"and":[46,125],"survey":[48],"data":[49],"develop":[51],"machine":[52],"learning":[53],"models":[54,69],"capable":[55],"predicting":[57],"diagnoses":[59],"at":[60,131],"least":[61],"three":[62],"months":[63],"before":[64],"clinical":[65],"identification.":[66],"Among":[67],"various":[68],"tested,":[70],"Support":[72],"Vector":[73],"Machine":[74],"(SVM)":[75],"model":[76],"demonstrated":[77],"balanced":[79],"performance,":[80],"integrating":[81],"clinically":[82],"relevant":[83],"features":[84],"with":[85],"robust":[86],"predictive":[87,118],"accuracy":[88],"(AUC":[89],"=":[90],"0.91).":[91],"Risky":[92],"drinking":[93],"behaviors":[94],"emerged":[95],"as":[96],"consistent":[97],"top":[98],"predictors":[99],"across":[100],"models,":[101],"highlighting":[102],"importance":[104],"targeted":[106],"interventions":[107],"age":[110],"group.":[111],"Our":[112],"findings":[113],"underscore":[114],"potential":[116],"analytics":[119],"enhancing":[121],"prevention":[123],"strategies":[124],"informing":[126],"public":[127],"efforts":[129],"aimed":[130],"reducing":[132],"transmission":[134],"among":[135],"emerging":[136],"adults.":[137]},"counts_by_year":[],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
