{"id":"https://openalex.org/W4200236036","doi":"https://doi.org/10.1109/ictc52510.2021.9620857","title":"A Simple Method to Detection the Lung Cancer Tumor using CT images on Deep Learning","display_name":"A Simple Method to Detection the Lung Cancer Tumor using CT images on Deep Learning","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W4200236036","doi":"https://doi.org/10.1109/ictc52510.2021.9620857"},"language":"en","primary_location":{"id":"doi:10.1109/ictc52510.2021.9620857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9620857","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5100624081","display_name":"Young\u2010Jin Park","orcid":"https://orcid.org/0000-0002-8392-4772"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Young-Jin Park","raw_affiliation_strings":["Division of Electronics and Information System, DGIST, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Information System, DGIST, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064588998","display_name":"Hui\u2010Sup Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hui-Sup Cho","raw_affiliation_strings":["Division of Electronics and Information System, DGIST, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Information System, DGIST, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100624081"],"corresponding_institution_ids":["https://openalex.org/I193352282"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15349544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1510","last_page":"1512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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":0.9966999888420105,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9916999936103821,"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/dicom","display_name":"DICOM","score":0.7723784446716309},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.71572345495224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6641584038734436},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.649910032749176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6008207201957703},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4983401298522949},{"id":"https://openalex.org/keywords/lung-tumor","display_name":"Lung tumor","score":0.4832247197628021},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4719128906726837},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3914288878440857},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3808914124965668},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36789992451667786},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18533417582511902},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1250651478767395}],"concepts":[{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.7723784446716309},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71572345495224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6641584038734436},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.649910032749176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6008207201957703},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4983401298522949},{"id":"https://openalex.org/C3018373657","wikidata":"https://www.wikidata.org/wiki/Q15124212","display_name":"Lung tumor","level":3,"score":0.4832247197628021},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4719128906726837},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3914288878440857},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3808914124965668},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36789992451667786},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18533417582511902},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1250651478767395},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc52510.2021.9620857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9620857","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2083927153","https://openalex.org/W6902924449"],"related_works":["https://openalex.org/W2352944256","https://openalex.org/W2528730528","https://openalex.org/W2358954258","https://openalex.org/W2376146719","https://openalex.org/W2355550873","https://openalex.org/W2370879019","https://openalex.org/W1513288651","https://openalex.org/W1543637057","https://openalex.org/W2384443056","https://openalex.org/W2362665920"],"abstract_inverted_index":{"This":[0],"study":[1,45],"proposes":[2],"a":[3,27,47],"method":[4,41,80],"for":[5],"lung":[6,18],"cancer":[7],"tumor":[8],"detection":[9],"by":[10],"first":[11],"pre-processing":[12],"DICOM":[13],"files,":[14],"then":[15],"separating":[16],"the":[17,33,69,85,89],"and":[19,30,55],"soft":[20],"tissue":[21],"areas":[22],"of":[23,49,52,57,62,88],"these":[24],"files":[25],"via":[26],"linear":[28],"combination,":[29],"finally":[31],"analyzing":[32],"CT":[34],"images":[35],"more":[36],"clearly.":[37],"The":[38],"image":[39,78],"processing":[40,79],"used":[42],"in":[43,66],"this":[44,77],"achieved":[46],"sensitivity":[48],"97.96%,":[50],"precision":[51],"99.23%":[53],"of,":[54],"F1-score":[56],"98.56%.":[58],"In":[59],"addition,":[60],"because":[61],"its":[63],"higher":[64],"performance":[65],"comparison":[67],"with":[68],"reference":[70],"dataset,":[71],"it":[72],"can":[73],"be":[74],"concluded":[75],"that":[76],"has":[81],"an":[82],"effect":[83],"on":[84],"learning":[86],"result":[87],"neural":[90],"network.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
