{"id":"https://openalex.org/W4416976807","doi":"https://doi.org/10.3389/fdgth.2025.1692617","title":"Artificial intelligence in epidemic watch: revolutionizing infectious diseases surveillance","display_name":"Artificial intelligence in epidemic watch: revolutionizing infectious diseases surveillance","publication_year":2025,"publication_date":"2025-12-04","ids":{"openalex":"https://openalex.org/W4416976807","doi":"https://doi.org/10.3389/fdgth.2025.1692617","pmid":"https://pubmed.ncbi.nlm.nih.gov/41425282"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1692617","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1692617","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1692617/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1692617/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120583613","display_name":"Abdallah Borham","orcid":null},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Abdallah Borham","raw_affiliation_strings":["Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110704589","display_name":"Layla Kamal","orcid":null},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Lereen T. Kamal","raw_affiliation_strings":["Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005919934","display_name":"Sungsoo Chun","orcid":"https://orcid.org/0000-0002-8105-7062"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sungsoo Chun","raw_affiliation_strings":["Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5120583613"],"corresponding_institution_ids":["https://openalex.org/I80693520"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51137106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1692617","last_page":"1692617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.49570000171661377,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.49570000171661377,"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/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.10440000146627426,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.10360000282526016,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.6729999780654907},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.5825999975204468},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.5235000252723694},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4341000020503998},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4205000102519989},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"Disease surveillance","score":0.4065000116825104},{"id":"https://openalex.org/keywords/public-health-surveillance","display_name":"Public health surveillance","score":0.3725999891757965},{"id":"https://openalex.org/keywords/turning-point","display_name":"Turning point","score":0.3343999981880188}],"concepts":[{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.6729999780654907},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.5825999975204468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5759999752044678},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5235000252723694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44589999318122864},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4359000027179718},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4341000020503998},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C2776480101","wikidata":"https://www.wikidata.org/wiki/Q3555250","display_name":"Disease surveillance","level":3,"score":0.4065000116825104},{"id":"https://openalex.org/C2776361769","wikidata":"https://www.wikidata.org/wiki/Q821775","display_name":"Public health surveillance","level":3,"score":0.3725999891757965},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3666999936103821},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.361299991607666},{"id":"https://openalex.org/C3018122192","wikidata":"https://www.wikidata.org/wiki/Q569250","display_name":"Turning point","level":3,"score":0.3343999981880188},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.32510000467300415},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31439998745918274},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2922999858856201},{"id":"https://openalex.org/C2993267355","wikidata":"https://www.wikidata.org/wiki/Q1519812","display_name":"Public health policy","level":4,"score":0.28760001063346863},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27459999918937683},{"id":"https://openalex.org/C46578552","wikidata":"https://www.wikidata.org/wiki/Q2725393","display_name":"Global health","level":3,"score":0.25780001282691956},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.25429999828338623}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1692617","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1692617","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1692617/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:41425282","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41425282","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:c5594861387746a4af6cb4eac51588b0","is_oa":true,"landing_page_url":"https://doaj.org/article/c5594861387746a4af6cb4eac51588b0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12711821","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12711821/","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1692617","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1692617","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1692617/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416976807.pdf","grobid_xml":"https://content.openalex.org/works/W4416976807.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W276700018","https://openalex.org/W2014792329","https://openalex.org/W2120751691","https://openalex.org/W2147194983","https://openalex.org/W2148330046","https://openalex.org/W2549900009","https://openalex.org/W2664267452","https://openalex.org/W2749051992","https://openalex.org/W2774161943","https://openalex.org/W2792570363","https://openalex.org/W2801483690","https://openalex.org/W2898735074","https://openalex.org/W2953532875","https://openalex.org/W2977181930","https://openalex.org/W2981723284","https://openalex.org/W2990938219","https://openalex.org/W2997458830","https://openalex.org/W3002955245","https://openalex.org/W3016060244","https://openalex.org/W3023997891","https://openalex.org/W3034651013","https://openalex.org/W3036365476","https://openalex.org/W3084861153","https://openalex.org/W3093170916","https://openalex.org/W3107404799","https://openalex.org/W3114851633","https://openalex.org/W3128983332","https://openalex.org/W3145891727","https://openalex.org/W3150121917","https://openalex.org/W3161100310","https://openalex.org/W3175096929","https://openalex.org/W3177656130","https://openalex.org/W3186237868","https://openalex.org/W3205480029","https://openalex.org/W4213330443","https://openalex.org/W4285740189","https://openalex.org/W4309503005","https://openalex.org/W4322769559","https://openalex.org/W4383070154","https://openalex.org/W4385724150","https://openalex.org/W4386441447","https://openalex.org/W4386801233","https://openalex.org/W4387637124","https://openalex.org/W4404375297"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"is":[2,20,48],"undoubtedly":[3],"emerging,":[4],"and":[5,13,25,28,44,59,72,79,84,98,104,127,148,156,161],"its":[6,23],"various":[7,125],"manifestations":[8],"in":[9,16,131,158],"technology":[10,159],"are":[11,39,124,172],"widely":[12],"deeply":[14],"embedded":[15],"our":[17],"communities.":[18],"That":[19],"what":[21],"obliges":[22],"mindful":[24],"skillful":[26],"use":[27,68],"utilization,":[29],"especially":[30],"for":[31,76,102],"infectious":[32,42,132],"disease":[33,133],"prevention.":[34],"Over":[35],"1":[36],"million":[37],"people":[38],"affected":[40],"by":[41,65],"diseases,":[43],"the":[45,66,88,113,144],"whole":[46],"globe":[47],"carrying":[49],"a":[50],"huge":[51],"burden":[52],"of":[53,69,81,91,95,106,115,153],"DALYs":[54],"due":[55],"to":[56,111,135],"infection":[57],"mortality":[58],"morbidity,":[60],"which":[61,108],"can":[62,109],"be":[63],"mitigated":[64],"proper":[67],"machine":[70,96],"learning":[71,74,97,100],"deep":[73,99],"features":[75],"data":[77],"analytics":[78],"monitoring":[80,105],"real-time":[82],"changes,":[83],"even":[85],"point":[86],"out":[87],"anticipated":[89],"timing":[90],"pandemics.":[92],"The":[93,140],"application":[94],"allows":[101],"forecasting":[103],"outbreaks,":[107],"contribute":[110],"converting":[112],"distribution":[114],"medical":[116],"resources":[117],"into":[118],"an":[119],"efficient,":[120],"patient-centered":[121],"approach.":[122],"There":[123],"algorithms":[126],"ML":[128],"models":[129],"applied":[130],"surveillance":[134],"promote":[136],"public":[137,149,164],"health":[138,165],"security.":[139],"following":[141],"review":[142],"considers":[143],"interface":[145],"between":[146],"AI":[147],"health,":[150],"with":[151],"considerations":[152],"successful":[154],"applications":[155],"concerns":[157],"acceptance":[160],"governance.":[162],"Key":[163],"policy":[166],"recommendations":[167],"derived":[168],"from":[169],"recent":[170],"literature":[171],"also":[173],"presented.":[174]},"counts_by_year":[],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-12-04T00:00:00"}
