{"id":"https://openalex.org/W4309532051","doi":"https://doi.org/10.1109/kse56063.2022.9953751","title":"Diagnosing tuberculosis using graph neural network","display_name":"Diagnosing tuberculosis using graph neural network","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309532051","doi":"https://doi.org/10.1109/kse56063.2022.9953751"},"language":"en","primary_location":{"id":"doi:10.1109/kse56063.2022.9953751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"},"type":"article","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/A5109244060","display_name":"Hang Nguyen","orcid":"https://orcid.org/0009-0005-5125-2261"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Hang Nguyen","raw_affiliation_strings":["University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032655726","display_name":"Nam Tran","orcid":"https://orcid.org/0000-0002-9488-3988"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nam Tran","raw_affiliation_strings":["University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","Vietnam National University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057761132","display_name":"Bac Le","orcid":"https://orcid.org/0000-0002-4306-6945"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Bac Le","raw_affiliation_strings":["University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Information Technology,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109244060"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I23582244"],"apc_list":null,"apc_paid":null,"fwci":0.5723,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65881031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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":0.9998000264167786,"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":0.9998000264167786,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9684000015258789,"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/tuberculosis","display_name":"Tuberculosis","score":0.7274667620658875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6258077621459961},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5668169260025024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5464093685150146},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.543561577796936},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5253916382789612},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4872516691684723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4830213487148285},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.42987340688705444},{"id":"https://openalex.org/keywords/poverty","display_name":"Poverty","score":0.42271196842193604},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2790941596031189},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1762944757938385},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15075641870498657},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09206274151802063}],"concepts":[{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.7274667620658875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6258077621459961},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5668169260025024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5464093685150146},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.543561577796936},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5253916382789612},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4872516691684723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4830213487148285},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.42987340688705444},{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.42271196842193604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2790941596031189},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1762944757938385},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15075641870498657},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09206274151802063},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse56063.2022.9953751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1904878066","https://openalex.org/W2001412060","https://openalex.org/W2606780347","https://openalex.org/W2611650229","https://openalex.org/W2912664121","https://openalex.org/W2939788146","https://openalex.org/W2963466845","https://openalex.org/W2987039128","https://openalex.org/W3045801508","https://openalex.org/W3101156210","https://openalex.org/W3158974236","https://openalex.org/W3181327235","https://openalex.org/W4200287071","https://openalex.org/W4213421646","https://openalex.org/W4224305663","https://openalex.org/W4297733535","https://openalex.org/W6639824700","https://openalex.org/W6639867372","https://openalex.org/W6736685754","https://openalex.org/W6767634436"],"related_works":["https://openalex.org/W2007433526","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W1629725936"],"abstract_inverted_index":{"According":[0],"to":[1,22,86,125],"the":[2,10,39,46,50,53,134,141,155],"World":[3],"Health":[4],"organization":[5],"(WHO),":[6],"tuberculosis":[7,128],"(TB)":[8],"is":[9,32,120],"top":[11],"disease":[12],"deadly":[13],"worldwide,":[14],"especially":[15],"in":[16,112],"developing":[17],"and":[18,24,45,73,92,148],"underdeveloped":[19],"countries,":[20],"due":[21],"poverty":[23],"limited":[25],"health":[26,44],"resources.":[27],"Early":[28],"screening":[29],"for":[30,66],"TB":[31],"a":[33,103,118,123],"highly":[34],"urgent":[35],"task":[36],"because":[37,69],"of":[38,49,55,70],"severe":[40],"effects":[41],"on":[42,78,122,129],"patient":[43],"rapid":[47],"spread":[48],"disease.":[51],"Among":[52],"methods":[54],"diagnosing":[56],"tuberculosis,":[57],"chest":[58],"X-ray":[59,130],"images":[60,131],"are":[61],"often":[62],"used":[63],"as":[64,102],"resources":[65],"clinical":[67],"diagnosis":[68],"their":[71],"convenience":[72],"optimal":[74],"cost.":[75],"Currently,":[76],"research":[77,104],"Computer-Aided":[79],"Diagnosis":[80],"(CAD)":[81],"systems":[82],"uses":[83],"machine":[84],"learning":[85],"provide":[87],"doctors":[88],"with":[89,154],"diagnostic,":[90],"analytical,":[91],"disease-monitoring":[93],"techniques.":[94],"Graph":[95],"neural":[96,136],"networks":[97],"(GNN)":[98],"have":[99],"recently":[100],"emerged":[101],"trend;":[105],"works":[106],"using":[107,133],"GNN":[108],"achieve":[109,151],"perfect":[110],"accuracy":[111,158],"many":[113],"fields.":[114],"In":[115],"this":[116],"paper,":[117],"study":[119],"presented":[121],"solution":[124],"automatically":[126],"diagnose":[127],"(CXR)":[132],"graph":[135],"network":[137],"method.":[138],"We":[139,150],"classify":[140],"CRX":[142],"dataset":[143],"into":[144],"two":[145],"classes":[146],"(TB":[147],"non-TB).":[149],"encouraging":[152],"results":[153],"proposed":[156],"model:":[157],"99.33%,":[159],"recall":[160],"99.07%,":[161],"precision":[162],"99.63%,":[163],"f1-score":[164],"99.35%,":[165],"AUC":[166],"99.97%.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
