{"id":"https://openalex.org/W4413891737","doi":"https://doi.org/10.1109/sist61657.2025.11139196","title":"Enhancing Lung Disease Detection With Machine Learning","display_name":"Enhancing Lung Disease Detection With Machine Learning","publication_year":2025,"publication_date":"2025-05-14","ids":{"openalex":"https://openalex.org/W4413891737","doi":"https://doi.org/10.1109/sist61657.2025.11139196"},"language":"en","primary_location":{"id":"doi:10.1109/sist61657.2025.11139196","doi":"https://doi.org/10.1109/sist61657.2025.11139196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sist61657.2025.11139196","pdf_url":null,"source":{"id":"https://openalex.org/S4306498820","display_name":"IEEE International Conference on Smart Information Systems and Technologies (SIST)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 5th International Conference on Smart Information Systems and Technologies (SIST)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075476248","display_name":"\u0410\u0439\u0433\u0435\u0440\u0438\u043c \u0410\u0439\u0442\u0438\u043c","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":["Information Systems International Information Technology University,Almaty,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems International Information Technology University,Almaty,Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"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":["Information Systems International Information Technology University,Almaty,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems International Information Technology University,Almaty,Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116890794","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":["Information Systems International Information Technology University,Almaty,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems International Information Technology University,Almaty,Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116890795","display_name":"Symbat Tynystykbayeva","orcid":"https://orcid.org/0009-0003-6843-7575","observed_orcids":["https://orcid.org/0009-0003-6843-7575"]},"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":"Symbat Tynyshtykbayeva","raw_affiliation_strings":["Information Systems International Information Technology University,Almaty,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems International Information Technology University,Almaty,Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116890796","display_name":"Nurbike Nalhozha","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":["Information Systems International Information Technology University,Almaty,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems 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":["https://openalex.org/I4210143508"],"apc_list":null,"apc_paid":null,"fwci":2.8637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89900358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9970999956130981,"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":0.9970999956130981,"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/T10862","display_name":"AI in cancer detection","score":0.001500000013038516,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.000699999975040555,"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/lung-disease-detection","display_name":"lung disease detection","score":0.996999979019165},{"id":"https://openalex.org/keywords/pneumonia","display_name":"pneumonia","score":0.9559999704360962},{"id":"https://openalex.org/keywords/tuberculosis","display_name":"tuberculosis","score":0.9980000257492065},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"lung cancer","score":1.0},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9589999914169312},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.6380000114440918},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"diagnostic accuracy","score":0.7620000243186951},{"id":"https://openalex.org/keywords/automated-diagnosis","display_name":"automated diagnosis","score":0.40299999713897705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71250319480896},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4869292974472046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48549893498420715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42322683334350586},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18943262100219727},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08385270833969116}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sist61657.2025.11139196","doi":"https://doi.org/10.1109/sist61657.2025.11139196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sist61657.2025.11139196","pdf_url":null,"source":{"id":"https://openalex.org/S4306498820","display_name":"IEEE International Conference on Smart Information Systems and Technologies (SIST)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 5th International Conference on Smart Information Systems and Technologies (SIST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8560000061988831,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2747821050","https://openalex.org/W2785509390","https://openalex.org/W3085331204","https://openalex.org/W3086756324","https://openalex.org/W3106717751","https://openalex.org/W3181327235","https://openalex.org/W3192433980","https://openalex.org/W4205952377","https://openalex.org/W4281712998","https://openalex.org/W4285815889","https://openalex.org/W4312992627","https://openalex.org/W4319067116","https://openalex.org/W4405112334","https://openalex.org/W4408131894","https://openalex.org/W4409126589"],"related_works":["https://openalex.org/W7162684188","https://openalex.org/W4408417323","https://openalex.org/W4386921055","https://openalex.org/W4285815889","https://openalex.org/W4405756006","https://openalex.org/W7161755042","https://openalex.org/W7214904563","https://openalex.org/W4415651040","https://openalex.org/W7135218599","https://openalex.org/W4414010736"],"abstract_inverted_index":{"Diseases":[0],"of":[1,23,52,60,67,87,94,98],"the":[2,14,21,58,65,74,85,92],"lung,":[3],"such":[4],"as":[5],"pneumonia,":[6],"tuberculosis,":[7],"and":[8,13,38,45,96],"lung":[9,68],"cancer,":[10],"are":[11],"common,":[12],"medical":[15],"records":[16],"keep":[17],"increasing.":[18],"This":[19],"demands":[20],"development":[22],"a":[24,50],"method":[25],"that":[26,72],"will":[27],"accurately":[28],"detect":[29],"all":[30],"known":[31],"diseases.":[32],"Traditional":[33],"diagnostic":[34,105,112],"techniques":[35],"involving":[36],"X-rays":[37],"computer":[39],"tomography":[40],"scans":[41],"require":[42],"expert":[43],"interpretation":[44],"may":[46],"be":[47],"time-consuming":[48],"with":[49,78],"possibility":[51],"human":[53],"error.":[54],"The":[55],"paper":[56],"discusses":[57],"application":[59],"machine":[61],"learning":[62,76],"models":[63],"in":[64,103,110],"detection":[66],"diseases,":[69],"especially":[70],"those":[71],"use":[73],"deep":[75],"technique":[77],"convolutional":[79],"neural":[80],"networks.":[81],"It":[82],"also":[83],"describes":[84],"review":[86],"related":[88],"works,":[89],"methodologies":[90],"applied,":[91],"presentation":[93],"results,":[95],"discussions":[97],"implications":[99],"for":[100,107],"future":[101,108],"work":[102,109],"improving":[104,111],"accuracy.":[106,113]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}