{"id":"https://openalex.org/W7107872982","doi":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","title":"AI-ENHANCED MOBILE DIAGNOSTICS FOR EARLY DETECTION OF RESPIRATORY DISEASES: A SYSTEMATIC REVIEW OF THE LITERATURE","display_name":"AI-ENHANCED MOBILE DIAGNOSTICS FOR EARLY DETECTION OF RESPIRATORY DISEASES: A SYSTEMATIC REVIEW OF THE LITERATURE","publication_year":2025,"publication_date":"2025-08-08","ids":{"openalex":"https://openalex.org/W7107872982","doi":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183"},"language":"en","primary_location":{"id":"doi:10.52167/1609-1817-2025-139-4-170-183","doi":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","is_oa":true,"landing_page_url":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","pdf_url":"https://vestnik.alt.edu.kz/index.php/journal/article/download/2420/1677","source":{"id":"https://openalex.org/S4210207685","display_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","issn_l":"1609-1817","issn":["1609-1817","2790-5802"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387930291","host_organization_name":"Mukhametzhan Tynyshbayev ALT University","host_organization_lineage":["https://openalex.org/I4387930291"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://vestnik.alt.edu.kz/index.php/journal/article/download/2420/1677","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Aigerim Aitim","orcid":"https://orcid.org/0000-0003-2982-214X","observed_orcids":["https://orcid.org/0000-0003-2982-214X"]},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aigerim Aitim","raw_affiliation_strings":["International Information Technology University , Almaty , Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-2982-214X","affiliations":[{"raw_affiliation_string":"International Information Technology University , Almaty , Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Symbat Tynyshtykbaeva","orcid":"https://orcid.org/0009-0003-6843-7575","observed_orcids":["https://orcid.org/0009-0003-6843-7575"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Symbat Tynyshtykbaeva","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-6843-7575","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064831383","display_name":"Aidana Muratbekova","orcid":"https://orcid.org/0009-0006-9064-3780","observed_orcids":["https://orcid.org/0009-0006-9064-3780"]},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aidana Muratbekova","raw_affiliation_strings":["International Information Technology University , Almaty , Kazakhstan"],"raw_orcid":"https://orcid.org/0009-0006-9064-3780","affiliations":[{"raw_affiliation_string":"International Information Technology University , Almaty , Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nurbike Nalkhozha","orcid":"https://orcid.org/0009-0007-1826-5209","observed_orcids":["https://orcid.org/0009-0007-1826-5209"]},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Nurbike Nalkhozha","raw_affiliation_strings":["International Information Technology University , Almaty , Kazakhstan"],"raw_orcid":"https://orcid.org/0009-0007-1826-5209","affiliations":[{"raw_affiliation_string":"International Information Technology University , Almaty , Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhamilya Abdildanova","orcid":"https://orcid.org/0009-0009-8926-462X","observed_orcids":["https://orcid.org/0009-0009-8926-462X"]},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Zhamilya Abdildanova","raw_affiliation_strings":["International Information Technology University , Almaty , Kazakhstan"],"raw_orcid":"https://orcid.org/0009-0009-8926-462X","affiliations":[{"raw_affiliation_string":"International Information Technology University , Almaty , Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]}],"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":0.11940911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"139","issue":"4","first_page":"170","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9199000000953674,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9199000000953674,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.025299999862909317,"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":0.01889999955892563,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/respiratory-disease-detection","display_name":"respiratory disease detection","score":0.7039999961853027},{"id":"https://openalex.org/keywords/chronic-obstructive-pulmonary-disease","display_name":"chronic obstructive pulmonary disease","score":0.9750000238418579},{"id":"https://openalex.org/keywords/pneumonia","display_name":"pneumonia","score":0.9629999995231628},{"id":"https://openalex.org/keywords/chest-x-ray-interpretation","display_name":"chest X-ray interpretation","score":0.7900000214576721},{"id":"https://openalex.org/keywords/respiratory-sound-analysis","display_name":"respiratory sound analysis","score":0.9570000171661377},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9559999704360962},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.9440000057220459},{"id":"https://openalex.org/keywords/resource-limited-settings","display_name":"resource-limited settings","score":0.7009999752044678},{"id":"https://openalex.org/keywords/health-care-access","display_name":"health care access","score":0.5910000205039978},{"id":"https://openalex.org/keywords/external-validation","display_name":"external validation","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5461999773979187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4925999939441681},{"id":"https://openalex.org/C51915194","wikidata":"https://www.wikidata.org/wiki/Q17075487","display_name":"Point of care","level":2,"score":0.4747999906539917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4697999954223633},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.44530001282691956},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3817000091075897},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.37310001254081726},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.3125},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30720001459121704},{"id":"https://openalex.org/C64841741","wikidata":"https://www.wikidata.org/wiki/Q491983","display_name":"Point-of-care testing","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.2777999937534332},{"id":"https://openalex.org/C2982889124","wikidata":"https://www.wikidata.org/wiki/Q107439039","display_name":"Disease management","level":4,"score":0.27730000019073486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2709999978542328},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.25429999828338623},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.52167/1609-1817-2025-139-4-170-183","doi":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","is_oa":true,"landing_page_url":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","pdf_url":"https://vestnik.alt.edu.kz/index.php/journal/article/download/2420/1677","source":{"id":"https://openalex.org/S4210207685","display_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","issn_l":"1609-1817","issn":["1609-1817","2790-5802"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387930291","host_organization_name":"Mukhametzhan Tynyshbayev ALT University","host_organization_lineage":["https://openalex.org/I4387930291"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.52167/1609-1817-2025-139-4-170-183","doi":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","is_oa":true,"landing_page_url":"https://doi.org/10.52167/1609-1817-2025-139-4-170-183","pdf_url":"https://vestnik.alt.edu.kz/index.php/journal/article/download/2420/1677","source":{"id":"https://openalex.org/S4210207685","display_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","issn_l":"1609-1817","issn":["1609-1817","2790-5802"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387930291","host_organization_name":"Mukhametzhan Tynyshbayev ALT University","host_organization_lineage":["https://openalex.org/I4387930291"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u0430\u0437\u0410\u0422\u041a","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":1.0,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7107872982.pdf","grobid_xml":"https://content.openalex.org/works/W7107872982.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W3041809298","https://openalex.org/W3097802699","https://openalex.org/W3105396088","https://openalex.org/W3105613063","https://openalex.org/W3199942699","https://openalex.org/W3203275257","https://openalex.org/W4205300048","https://openalex.org/W4205448747","https://openalex.org/W4255729856","https://openalex.org/W4285115413","https://openalex.org/W4361004303","https://openalex.org/W4387110904","https://openalex.org/W4400259199"],"related_works":["https://openalex.org/W4413957686","https://openalex.org/W4416874113","https://openalex.org/W4414119175","https://openalex.org/W7171817808","https://openalex.org/W7131213753","https://openalex.org/W4414777108","https://openalex.org/W7146986324","https://openalex.org/W7204914458","https://openalex.org/W7219995330","https://openalex.org/W7165490326"],"abstract_inverted_index":{"This":[0,127],"systematic":[1],"review":[2,75],"investigates":[3],"the":[4,30,50,60,63,132,136,156,183,188],"use":[5],"of":[6,32,55,62,98,106,120,124,185],"AI-enabled":[7],"mobile":[8],"diagnostics":[9,105,168],"for":[10,138],"early":[11],"detection":[12],"and":[13,23,42,52,69,82,122,145,172,180],"disease":[14,21],"management,":[15],"such":[16,114],"as":[17,115],"chronic":[18],"obstructive":[19],"pulmonary":[20],"(COPD)":[22],"pneumonia.":[24],"The":[25,45],"objective":[26],"was":[27],"to":[28,49,103,131,178],"identify":[29],"efficacy":[31],"machine":[33],"learning":[34],"(ML)":[35],"models,":[36],"including":[37],"convolutional":[38],"neural":[39],"networks":[40],"(CNNs),":[41],"decision":[43],"trees.":[44],"study":[46],"therefore":[47],"points":[48],"scientific":[51],"practical":[53,147],"importance":[54],"using":[56],"AI":[57,99],"technologies":[58],"in":[59,67,70,100,149,182],"treatment":[61],"most":[64],"life-threatening":[65],"conditions":[66],"healthcare":[68,150,165],"resource-scarce":[71],"countries.":[72],"Methodologically,":[73],"this":[74],"combines":[76],"chest":[77],"X-rays,":[78],"respiratory":[79],"sound":[80],"recordings,":[81],"clinical":[83],"indicators":[84],"through":[85],"comprehensive":[86],"searches":[87],"across":[88,187],"major":[89],"academic":[90],"databases.":[91],"Key":[92],"findings":[93],"support":[94,164],"a":[95],"promising":[96],"role":[97],"innovative":[101],"changes":[102],"traditional":[104],"respiration":[107],"but":[108],"also":[109],"point":[110],"out":[111],"several":[112],"drawbacks,":[113],"small":[116],"sample":[117],"sizes,":[118],"heterogeneity":[119],"data,":[121],"lack":[123],"external":[125],"validation.":[126],"work":[128],"will":[129,163],"contribute":[130],"field":[133],"by":[134],"emphasizing":[135],"need":[137],"diverse,":[139],"validated":[140],"datasets":[141],"that":[142,169],"build":[143],"trust":[144],"improve":[146],"integration":[148],"settings.":[151],"Practical":[152],"implications":[153],"based":[154],"on":[155],"study's":[157],"results":[158],"reveal":[159],"how":[160],"AI-powered":[161],"tools":[162],"providers":[166],"with":[167],"are":[170],"real-time":[171],"more":[173],"accurate,":[174],"further":[175],"enhancing":[176],"access":[177],"care":[179],"improvement":[181],"management":[184],"patients":[186],"globe.":[189]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-11-28T00:00:00"}