{"id":"https://openalex.org/W7224820744","doi":"https://doi.org/10.71143/np28x512","title":"A Voice-Driven AI Healthcare Ecosystem for Intelligent Screening, Prevention, and Emergency Response","display_name":"A Voice-Driven AI Healthcare Ecosystem for Intelligent Screening, Prevention, and Emergency Response","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224820744","doi":"https://doi.org/10.71143/np28x512"},"language":"en","primary_location":{"id":"doi:10.71143/np28x512","doi":"https://doi.org/10.71143/np28x512","is_oa":true,"landing_page_url":"https://doi.org/10.71143/np28x512","pdf_url":"https://ijrasht.com/index.php/files/article/download/330/216","source":{"id":"https://openalex.org/S5407047184","display_name":"International Journal of Research and Review in Applied Science Humanities and Technology","issn_l":"3048-975X","issn":["3048-975X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research and Review in Applied Science, Humanities, and Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ijrasht.com/index.php/files/article/download/330/216","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160169817","display_name":"Pranay Bhawsar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pranay Bhawsar","raw_affiliation_strings":["Department of Computer Science & Engineering, Indore Institute of Science and Technology, Indore, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Indore Institute of Science and Technology, Indore, Madhya Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136599858","display_name":"Praveena Joshi Praveena Joshi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Praveena Joshi","raw_affiliation_strings":["Department of Computer Science & Engineering, Indore Institute of Science and Technology, Indore, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Indore Institute of Science and Technology, Indore, Madhya Pradesh, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063973101","display_name":"Shreyas Pagare","orcid":"https://orcid.org/0009-0001-8147-2389","observed_orcids":["https://orcid.org/0009-0001-8147-2389"]},"institutions":[{"id":"https://openalex.org/I882761360","display_name":"Indian Institute of Space Science and Technology","ror":"https://ror.org/05k37ht14","country_code":"IN","type":"education","lineage":["https://openalex.org/I882761360"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shreyas Pagare","raw_affiliation_strings":["IIST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIST","institution_ids":["https://openalex.org/I882761360"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88690767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"4","first_page":"31","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.4884999990463257,"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"}},"topics":[{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.4884999990463257,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.241799995303154,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.13989999890327454,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/early-screening","display_name":"early screening","score":0.5820000171661377},{"id":"https://openalex.org/keywords/outbreak-detection","display_name":"outbreak detection","score":0.7129999995231628},{"id":"https://openalex.org/keywords/health-awareness","display_name":"health awareness","score":0.7310000061988831},{"id":"https://openalex.org/keywords/emergency-response-coordination","display_name":"emergency response coordination","score":0.8830000162124634},{"id":"https://openalex.org/keywords/rural-health-care","display_name":"rural health care","score":0.5920000076293945},{"id":"https://openalex.org/keywords/rule-based-logic","display_name":"rule-based logic","score":0.6759999990463257},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.7369999885559082}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6301000118255615},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4977000057697296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4885999858379364},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.4837000072002411},{"id":"https://openalex.org/C3017997152","wikidata":"https://www.wikidata.org/wiki/Q814610","display_name":"Emergency response","level":2,"score":0.413100004196167},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.39890000224113464},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.3456999957561493},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33390000462532043},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.3330000042915344},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3100000023841858},{"id":"https://openalex.org/C2781385661","wikidata":"https://www.wikidata.org/wiki/Q4677918","display_name":"Acute care","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C513323569","wikidata":"https://www.wikidata.org/wiki/Q6554101","display_name":"Medical equipment","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C545288138","wikidata":"https://www.wikidata.org/wiki/Q860447","display_name":"Emergency medical services","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27309998869895935},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2522999942302704},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.71143/np28x512","doi":"https://doi.org/10.71143/np28x512","is_oa":true,"landing_page_url":"https://doi.org/10.71143/np28x512","pdf_url":"https://ijrasht.com/index.php/files/article/download/330/216","source":{"id":"https://openalex.org/S5407047184","display_name":"International Journal of Research and Review in Applied Science Humanities and Technology","issn_l":"3048-975X","issn":["3048-975X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research and Review in Applied Science, Humanities, and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.71143/np28x512","doi":"https://doi.org/10.71143/np28x512","is_oa":true,"landing_page_url":"https://doi.org/10.71143/np28x512","pdf_url":"https://ijrasht.com/index.php/files/article/download/330/216","source":{"id":"https://openalex.org/S5407047184","display_name":"International Journal of Research and Review in Applied Science Humanities and Technology","issn_l":"3048-975X","issn":["3048-975X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research and Review in Applied Science, Humanities, and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224820744.pdf","grobid_xml":"https://content.openalex.org/works/W7224820744.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1586464548","https://openalex.org/W1983622062","https://openalex.org/W2088548878","https://openalex.org/W2094511962","https://openalex.org/W2116978779","https://openalex.org/W2117431394","https://openalex.org/W2166220232","https://openalex.org/W2242336383","https://openalex.org/W2590857357","https://openalex.org/W2901945442","https://openalex.org/W2939939264","https://openalex.org/W2944727596","https://openalex.org/W2965632274","https://openalex.org/W3006911906","https://openalex.org/W3175276779","https://openalex.org/W4388841188","https://openalex.org/W4399859405","https://openalex.org/W4410708098","https://openalex.org/W4411986581","https://openalex.org/W4412361542","https://openalex.org/W4413965085"],"related_works":["https://openalex.org/W7131428379","https://openalex.org/W4411950427","https://openalex.org/W7131441192","https://openalex.org/W7160279694","https://openalex.org/W7213549590","https://openalex.org/W7164882319","https://openalex.org/W7163658551","https://openalex.org/W7151543507","https://openalex.org/W7163903644","https://openalex.org/W7220943169"],"abstract_inverted_index":{"Healthcare":[0],"systems":[1],"in":[2],"rural":[3],"and":[4,29,71,94,96,110,131,134,159,171],"semi-urban":[5],"areas":[6],"continue":[7],"to":[8,37,61,115,155],"face":[9],"problems":[10],"such":[11],"as":[12,41],"late":[13],"medical":[14,26,69],"care":[15,27],",":[16],"less":[17],"awareness,":[18,95,164],"wrong":[19],"or":[20],"misinformation":[21],"during":[22,44,169],"outbreaks,":[23],"shortage":[24],"of":[25,39],"professionals,":[28],"low":[30],"emergency":[31,72,101,166],"response.":[32],"These":[33],"issues":[34],"often":[35],"lead":[36],"loss":[38],"lives,":[40],"clearly":[42],"observed":[43],"the":[45,87,97,118,144,173],"COVID-19":[46],"pandemic.":[47],"To":[48],"solve":[49],"this":[50],"problem":[51],"we":[52],"develop":[53],"MIRA,":[54],"an":[55],"AI-driven,":[56],"voice-activated":[57,68],"healthcare":[58,174],"ecosystem":[59],"designed":[60],"provide":[62,160],"early":[63],"screening,":[64],"preventive":[65,91],"alerts,":[66],"virtual":[67,104],"assistant,":[70,86],"response":[73,167],"through":[74,107,125],"a":[75,83],"single":[76],"platform.":[77],"MIRA":[78,142],"integrates":[79],"three":[80],"core":[81],"technology/phases:":[82],"voice-enabled":[84],"screening":[85],"Raksha":[88],"System":[89,99],"for":[90,100,139],"outbreak":[92],"detection":[93],"Suraksha":[98],"coordination":[102],"including":[103],"doctor":[105],"connectivity":[106],"video":[108],"call":[109],"ambulance":[111],"support":[112],"which":[113],"all":[114],"short":[116],"out":[117],"shortest":[119],"way.":[120],"The":[121],"system":[122],"emphasizes":[123],"accessibility":[124],"multi":[126],"language":[127],"voice":[128],"support,":[129],"offline":[130],"low-internet":[132],"functionality,":[133],"simple":[135],"user-friendly":[136],"interfaces":[137],"suitable":[138],"diverse":[140],"populations.":[141],"uses":[143],"approach":[145],"name":[146],"rule-based":[147],"logic":[148],"supported":[149],"by":[150],"basic":[151],"machine":[152],"learning":[153],"models":[154],"know":[156],"health":[157],"risks":[158],"correct":[161],"responses.":[162],"spread":[163],"reduce":[165],"time":[168],"emergencies,":[170],"grow":[172],"sector/environment":[175]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}