{"id":"https://openalex.org/W3183868506","doi":"https://doi.org/10.1109/siu53274.2021.9477835","title":"Pneumonia Detection from Pediatric Lung X-Ray Images with Convolutional Neural Network Method","display_name":"Pneumonia Detection from Pediatric Lung X-Ray Images with Convolutional Neural Network Method","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3183868506","doi":"https://doi.org/10.1109/siu53274.2021.9477835","mag":"3183868506"},"language":"en","primary_location":{"id":"doi:10.1109/siu53274.2021.9477835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu53274.2021.9477835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","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/A5038663512","display_name":"Yasin DEM\u0130R","orcid":"https://orcid.org/0000-0002-0117-8471"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yasin Demir","raw_affiliation_strings":["Biyoteknoloji, G\u00fcm\u00fc\u015fhane \u00dcniversitesi, G\u00fcm\u00fc\u015fhane, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biyoteknoloji, G\u00fcm\u00fc\u015fhane \u00dcniversitesi, G\u00fcm\u00fc\u015fhane, T\u00fcrkiye","institution_ids":["https://openalex.org/I143914637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003732563","display_name":"\u00d6zkan B\u0456ng\u00f6l","orcid":"https://orcid.org/0000-0001-6251-6537"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozkan Bingol","raw_affiliation_strings":["Yaz\u0131l\u0131m M\u00fchendisli\u011fi, G\u00fcm\u00fc\u015fhane \u00dcniversitesi, G\u00fcm\u00fc\u015fhane, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yaz\u0131l\u0131m M\u00fchendisli\u011fi, G\u00fcm\u00fc\u015fhane \u00dcniversitesi, G\u00fcm\u00fc\u015fhane, T\u00fcrkiye","institution_ids":["https://openalex.org/I143914637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143914637"],"apc_list":null,"apc_paid":null,"fwci":0.1434,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49537045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9523000121116638,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8260741233825684},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.7078214287757874},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.6169276833534241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131643652915955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5056047439575195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39659273624420166},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3575953543186188},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18921807408332825}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8260741233825684},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.7078214287757874},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.6169276833534241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131643652915955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5056047439575195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39659273624420166},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3575953543186188},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18921807408332825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu53274.2021.9477835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu53274.2021.9477835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2019566532","https://openalex.org/W2051838543","https://openalex.org/W2130147855","https://openalex.org/W2751924564","https://openalex.org/W2980584449","https://openalex.org/W2997155179","https://openalex.org/W3012803970"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W4321444604","https://openalex.org/W2811106690","https://openalex.org/W2936819511","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Pneumonia":[0],"can":[1,39],"be":[2],"cause":[3],"diseases":[4],"such":[5],"as":[6],"cough,":[7],"fever":[8],"and":[9,12,66,80],"respiratory":[10],"problems":[11],"to":[13,60,73],"death":[14],"in":[15,42],"the":[16,56,75,78,81,84,87],"progressive":[17],"situations.":[18],"Mostly":[19],"lung":[20,47],"x-ray":[21,48],"images":[22,49,62],"are":[23],"used":[24,72],"for":[25],"diagnosis":[26],"of":[27,44,53,77,83,96],"pneumonia.":[28],"In":[29,55],"this":[30],"study,":[31],"an":[32,93],"unique":[33],"convolutional":[34,89],"neural":[35,90],"network":[36,91],"model":[37],"that":[38],"help":[40],"experts":[41],"detection":[43],"pneumonia":[45],"using":[46],"below":[50],"5":[51],"years":[52],"age.":[54],"model,":[57,92],"open":[58],"access":[59],"5840":[61],"has":[63,98],"been":[64,99],"used,":[65],"various":[67],"data":[68],"increasing":[69],"methods":[70],"were":[71],"increase":[74],"performance":[76],"training":[79],"success":[82],"method.":[85],"With":[86],"proposed":[88],"accuracy":[94],"rate":[95],"94.55%":[97],"achieved.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
