{"id":"https://openalex.org/W4309675383","doi":"https://doi.org/10.1109/kse56063.2022.9953758","title":"Image classification of lung nodules by requiring the integration of Attention Mechanism into ResNet model","display_name":"Image classification of lung nodules by requiring the integration of Attention Mechanism into ResNet model","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309675383","doi":"https://doi.org/10.1109/kse56063.2022.9953758"},"language":"en","primary_location":{"id":"doi:10.1109/kse56063.2022.9953758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953758","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/A5000700506","display_name":"Khai Dinh Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I47807185","display_name":"Saigon University","ror":"https://ror.org/01f1fsr30","country_code":"VN","type":"education","lineage":["https://openalex.org/I47807185"]},{"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":true,"raw_author_name":"Khai Dinh Lai","raw_affiliation_strings":["University of Science,Faculty of Information Technology,Ho Chi Minh City,Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, University of Science, Ho Chi Minh City, Vietnam","Faculty of Information Technology, Saigon University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Information Technology,Ho Chi Minh City,Vietnam","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, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, Saigon University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47807185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024109615","display_name":"Th\u00e1i Ho\u00e0ng L\u00ea","orcid":"https://orcid.org/0000-0002-6801-1924"},"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":"Thai Hoang Le","raw_affiliation_strings":["University of Science,Faculty of Information Technology,Ho Chi Minh City,Vietnam","Faculty of Information Technology, University of Science, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Ho Chi Minh City, Vietnam","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":"last","author":{"id":"https://openalex.org/A5103116313","display_name":"Thuy Thanh Nguyen","orcid":"https://orcid.org/0000-0001-9606-8226"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thuy Thanh Nguyen","raw_affiliation_strings":["VNU University of Technology,Ha Noi City,Vietnam","VNU University of Technology, Ha Noi City, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Technology,Ha Noi City,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"VNU University of Technology, Ha Noi City, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000700506"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I23582244","https://openalex.org/I47807185"],"apc_list":null,"apc_paid":null,"fwci":0.1431,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49143292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8689","issue":null,"first_page":"1","last_page":"5"},"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":0.9973999857902527,"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":0.9973999857902527,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9933000206947327,"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/mechanism","display_name":"Mechanism (biology)","score":0.6085204482078552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5763568878173828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5586515069007874},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.47095876932144165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3828956186771393},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.23783430457115173},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0643649697303772},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.05967029929161072}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6085204482078552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5763568878173828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5586515069007874},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.47095876932144165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3828956186771393},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.23783430457115173},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0643649697303772},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.05967029929161072}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse56063.2022.9953758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953758","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2128272608","https://openalex.org/W2168533820","https://openalex.org/W2194775991","https://openalex.org/W2524399695","https://openalex.org/W2561238782","https://openalex.org/W2584017349","https://openalex.org/W2626997132","https://openalex.org/W2752782242","https://openalex.org/W2922509574","https://openalex.org/W6633658626","https://openalex.org/W6637373629","https://openalex.org/W6730179637","https://openalex.org/W6903196967"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2599472179","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"this":[1],"research,":[2],"in":[3,58,64],"order":[4],"to":[5,52,76,79],"accurately":[6],"diagnose":[7],"lung":[8,62],"nodules":[9,63],"using":[10],"the":[11,28,31,35,39,48,55,59,70,73,81],"LUNA16":[12],"dataset,":[13],"a":[14],"deep":[15],"learning":[16],"model,":[17],"ResNetl01,":[18],"is":[19],"analyzed":[20],"and":[21,41],"chosen.":[22],"The":[23],"paper":[24],"includes:":[25],"(1)":[26],"demonstrating":[27],"efficiency":[29],"of":[30,43,61,72],"ResNetl01":[32,56],"network":[33],"on":[34],"LUNA16;":[36],"(2)":[37],"analyzing":[38],"benefits":[40],"drawbacks":[42],"Attention":[44,50],"modules":[45],"before":[46],"selecting":[47],"best":[49],"module":[51],"integrate":[53],"into":[54],"model":[57,75],"classification":[60],"CT":[65],"scans":[66],"challenge;":[67],"(3)":[68],"comparing":[69],"efficacy":[71],"proposed":[74],"prior":[77],"outcomes":[78],"demonstrate":[80],"model\u2019s":[82],"feasibility.":[83]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}