{"id":"https://openalex.org/W4401936764","doi":"https://doi.org/10.1145/3674829.3675058","title":"AI-Driven Healthcare Delivery in Pakistan: A Framework for Systemic Improvement","display_name":"AI-Driven Healthcare Delivery in Pakistan: A Framework for Systemic Improvement","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4401936764","doi":"https://doi.org/10.1145/3674829.3675058"},"language":"en","primary_location":{"id":"doi:10.1145/3674829.3675058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674829.3675058","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3674829.3675058","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106776928","display_name":"Imama Zahoor","orcid":"https://orcid.org/0009-0008-9058-3102"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Imama Zahoor","raw_affiliation_strings":["Lahore University of Management Sciences, Pakistan"],"raw_orcid":"https://orcid.org/0009-0008-9058-3102","affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106801253","display_name":"Shiza Ihtsham","orcid":null},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shiza Ihtsham","raw_affiliation_strings":["Lahore University of Management Sciences, Pakistan"],"raw_orcid":"https://orcid.org/0009-0004-7237-5597","affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106776929","display_name":"Muhammad Umar Ramzan","orcid":null},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Umar Ramzan","raw_affiliation_strings":["Lahore University of Management Sciences, Pakistan"],"raw_orcid":"https://orcid.org/0009-0004-8215-2928","affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038004767","display_name":"Agha Ali Raza","orcid":"https://orcid.org/0000-0003-0124-9783"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Agha Ali Raza","raw_affiliation_strings":["Lahore University of Management Sciences, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-0124-9783","affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015878809","display_name":"Basmaa Ali","orcid":"https://orcid.org/0000-0003-4900-1920"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Basmaa Ali","raw_affiliation_strings":["Lahore University of Management Sciences, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4900-1920","affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106776928"],"corresponding_institution_ids":["https://openalex.org/I207789805"],"apc_list":null,"apc_paid":null,"fwci":0.1147,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50898428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"30","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.98580002784729,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.968999981880188,"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/healthcare-delivery","display_name":"Healthcare delivery","score":0.8052337169647217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47250211238861084},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4617362916469574},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3382626175880432},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12148311734199524},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.07796424627304077}],"concepts":[{"id":"https://openalex.org/C3018457447","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare delivery","level":3,"score":0.8052337169647217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47250211238861084},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4617362916469574},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3382626175880432},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12148311734199524},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.07796424627304077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3674829.3675058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674829.3675058","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3674829.3675058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674829.3675058","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2000841549","https://openalex.org/W2142149055","https://openalex.org/W2725431616","https://openalex.org/W2810349670","https://openalex.org/W2891701191","https://openalex.org/W2902257721","https://openalex.org/W2906598409","https://openalex.org/W2910326112","https://openalex.org/W2935104053","https://openalex.org/W2940792908","https://openalex.org/W2972597266","https://openalex.org/W3108656121","https://openalex.org/W3112526052","https://openalex.org/W3136940624","https://openalex.org/W4280542737","https://openalex.org/W4282935413","https://openalex.org/W4315781034","https://openalex.org/W4318069287","https://openalex.org/W4320154666","https://openalex.org/W6760258393","https://openalex.org/W6846896813"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4299647711","https://openalex.org/W4401558279","https://openalex.org/W2102338924","https://openalex.org/W2155059751","https://openalex.org/W2227310033","https://openalex.org/W4400150925","https://openalex.org/W2039238466","https://openalex.org/W1496116492","https://openalex.org/W2065627960"],"abstract_inverted_index":{"In":[0,31],"Low-":[1],"and":[2,21,43,67,73,85,89,98,110,140,151],"Middle-Income":[3],"Countries":[4],"(LMICs),":[5],"poor":[6],"health":[7,23,164],"outcomes":[8,49],"come":[9],"from":[10,121],"a":[11,16,132],"high":[12],"burden":[13],"of":[14,18,125,160],"disease,":[15],"shortage":[17],"healthcare":[19,39,59,71],"professionals,":[20],"inefficient":[22],"information":[24],"exchange":[25],"leading":[26],"to":[27,46,65,94,102,153],"substantial":[28],"economic":[29],"losses.":[30],"this":[32,135],"paper,":[33],"we":[34],"highlight":[35],"critical":[36],"gaps":[37],"in":[38,41,50,81,147,162],"delivery":[40],"Pakistan":[42,130],"propose":[44],"solutions":[45],"improve":[47],"patient":[48],"resource-constrained":[51,149],"environments.":[52],"We":[53,105],"have":[54],"built":[55],"Darcheeni,":[56],"an":[57],"AI-driven":[58,144],"framework":[60],"that":[61],"leverages":[62],"artificial":[63],"intelligence":[64],"assist":[66],"supplement":[68],"physicians,":[69],"streamline":[70],"processes,":[72],"prioritize":[74],"patient-centered":[75],"care.":[76],"Darcheeni":[77],"analyzes":[78],"doctor-patient":[79],"interactions":[80],"real-time,":[82],"integrates":[83],"lab":[84],"imaging":[86],"data,":[87],"generates":[88],"distributes":[90],"care":[91],"plans":[92],"customized":[93],"the":[95,108,122,154,158],"patient\u2019s":[96],"needs,":[97],"sends":[99],"them":[100],"directly":[101],"patients\u2019":[103],"smartphones.":[104],"also":[106],"discuss":[107],"challenges":[109],"limitations":[111],"associated":[112],"with":[113],"sustainable":[114],"AI":[115,161],"integration":[116],"by":[117],"centering":[118],"our":[119],"learnings":[120],"pilot":[123],"deployment":[124],"Darcheeni.":[126],"By":[127],"focusing":[128],"on":[129,157],"as":[131],"case":[133],"study,":[134],"work":[136],"offers":[137],"practical":[138],"insights":[139],"strategies":[141],"for":[142],"deploying":[143],"technologies":[145],"sustainably":[146],"similar":[148],"environments":[150],"contributes":[152],"broader":[155],"discourse":[156],"role":[159],"global":[163],"improvement.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}