{"id":"https://openalex.org/W4408473893","doi":"https://doi.org/10.1080/08839514.2025.2476237","title":"Exploring Healthcare and Public Health Implications via Temporal Analysis of Human\u2013Virus Interactions Leveraging Adversarial Networks and Saliency Maps","display_name":"Exploring Healthcare and Public Health Implications via Temporal Analysis of Human\u2013Virus Interactions Leveraging Adversarial Networks and Saliency Maps","publication_year":2025,"publication_date":"2025-03-14","ids":{"openalex":"https://openalex.org/W4408473893","doi":"https://doi.org/10.1080/08839514.2025.2476237"},"language":"en","primary_location":{"id":"doi:10.1080/08839514.2025.2476237","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2025.2476237","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2025.2476237?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2025.2476237?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109651385","display_name":"N Srivastava","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nihal Srivastava","raw_affiliation_strings":["Vellore Institute of Technology","School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036334864","display_name":"Logesh Ravi","orcid":"https://orcid.org/0000-0002-0034-4714"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Logesh Ravi","raw_affiliation_strings":["Vellore Institute of Technology","School of Electronics Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Electronics Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031631739","display_name":"Malathi Devarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Malathi Devarajan","raw_affiliation_strings":["Vellore Institute of Technology","School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114886510","display_name":"Amal John Kachapilly","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amal John Kachapilly","raw_affiliation_strings":["Vellore Institute of Technology","School of Electronics Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Electronics Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114886509","display_name":"Jaisuraj Bantupalli","orcid":"https://orcid.org/0009-0008-3585-3739"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaisuraj Bantupalli","raw_affiliation_strings":["Vellore Institute of Technology","School of Electronics Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Electronics Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072480352","display_name":"Sanjukta Roy","orcid":"https://orcid.org/0000-0003-3633-542X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjukta Roy","raw_affiliation_strings":["Vellore Institute of Technology","School of Electronics Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Electronics Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031631739"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":{"value":2195,"currency":"USD","value_usd":2195},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0436365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9236999750137329,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8589586019515991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.837916374206543},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5210758447647095},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4826508164405823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43132591247558594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36389875411987305},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08963960409164429}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8589586019515991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.837916374206543},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5210758447647095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4826508164405823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43132591247558594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36389875411987305},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08963960409164429},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839514.2025.2476237","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2025.2476237","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2025.2476237?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:56e1dcdfc3e34c6a93555768f77c5885","is_oa":true,"landing_page_url":"https://doaj.org/article/56e1dcdfc3e34c6a93555768f77c5885","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":"Applied Artificial Intelligence, Vol 39, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/08839514.2025.2476237","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2025.2476237","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2025.2476237?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408473893.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1979601325","https://openalex.org/W2001811193","https://openalex.org/W2008605811","https://openalex.org/W2020945403","https://openalex.org/W2031772330","https://openalex.org/W2058343271","https://openalex.org/W2096860745","https://openalex.org/W2164040245","https://openalex.org/W2952279496","https://openalex.org/W3006579256","https://openalex.org/W3012831148","https://openalex.org/W3028912875","https://openalex.org/W3046271351","https://openalex.org/W3107324520","https://openalex.org/W3115894432","https://openalex.org/W3119506213","https://openalex.org/W3120634523","https://openalex.org/W3121000782","https://openalex.org/W3121440768","https://openalex.org/W3125317525","https://openalex.org/W3127852352","https://openalex.org/W3130583627","https://openalex.org/W3133749268","https://openalex.org/W3139964222","https://openalex.org/W3153483756","https://openalex.org/W3158410249","https://openalex.org/W3173611083","https://openalex.org/W3174714560","https://openalex.org/W3186341414","https://openalex.org/W3191354189","https://openalex.org/W3198909684","https://openalex.org/W3205902290","https://openalex.org/W3210231302","https://openalex.org/W3216478751","https://openalex.org/W3216680393","https://openalex.org/W4200180765","https://openalex.org/W4220874202","https://openalex.org/W4225492776","https://openalex.org/W4281660708","https://openalex.org/W4282942003","https://openalex.org/W4288950918","https://openalex.org/W4297313036","https://openalex.org/W4309080187","https://openalex.org/W4312073607","https://openalex.org/W4313682912","https://openalex.org/W4367317118","https://openalex.org/W4392347871"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Viruses":[0],"are":[1,69],"prone":[2],"to":[3,13,53,76,87,107,116],"rapid":[4],"mutations":[5],"that":[6],"enhance":[7,117],"traits":[8],"like":[9],"transmissibility":[10],"and":[11,31,59,79,133,150,157],"resistance":[12],"treatments.":[14],"The":[15,23,96,110],"adaptability":[16],"complicates":[17],"the":[18,26,55,89,113,118,142],"development":[19],"of":[20,112,120],"effective":[21],"vaccines.":[22],"study":[24,114,143,147],"investigates":[25],"dynamic":[27],"interactions":[28,41,78,93,154],"between":[29,57,155],"humans":[30,156],"COVID-19":[32],"virus":[33],"through":[34],"time-series":[35],"analysis,":[36],"focusing":[37],"on":[38],"how":[39,100],"these":[40,92],"evolve":[42],"over":[43,94],"time.":[44,95],"A":[45],"novel":[46],"approach":[47],"was":[48],"introduced":[49],"using":[50],"adversarial":[51,137],"networks":[52,138],"model":[54],"relationship":[56],"human":[58,108],"viral":[60,102],"entities,":[61],"capturing":[62],"their":[63],"temporal":[64,153],"dynamics.":[65],"Two":[66],"interdependent":[67],"models":[68],"trained":[70],"within":[71],"a":[72],"framework,":[73],"allowing":[74],"us":[75],"forecast":[77],"identify":[80],"influential":[81],"features.":[82],"Saliency":[83],"maps":[84],"were":[85],"utilized":[86],"visualize":[88],"factors":[90],"affecting":[91],"technique":[97],"helps":[98],"reveal":[99],"specific":[101],"properties":[103],"shift":[104],"in":[105],"response":[106],"factors.":[109],"findings":[111],"aim":[115],"understanding":[119],"human-virus":[121],"dynamics,":[122],"particularly":[123],"for":[124,129,148],"COVID-19,":[125],"offering":[126],"potential":[127],"insights":[128],"public":[130],"health":[131],"strategies":[132],"interventions.":[134],"By":[135],"combining":[136],"with":[139],"saliency":[140],"visualization,":[141],"provides":[144],"an":[145],"intensive":[146],"analyzing":[149],"interpreting":[151],"complex":[152],"viruses.":[158]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}