{"id":"https://openalex.org/W4327520765","doi":"https://doi.org/10.1145/3576938.3576946","title":"Improving Diagnostic Accuracy of Rheumatoid Arthritic by Image Generation Utilizing GAN","display_name":"Improving Diagnostic Accuracy of Rheumatoid Arthritic by Image Generation Utilizing GAN","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4327520765","doi":"https://doi.org/10.1145/3576938.3576946"},"language":"en","primary_location":{"id":"doi:10.1145/3576938.3576946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576938.3576946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Digital Medicine and Image Processing","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/A5072174415","display_name":"Reo Kojima","orcid":"https://orcid.org/0000-0001-5552-7692"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Reo Kojima","raw_affiliation_strings":["Nagoya Institute of Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5552-7692","affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054088001","display_name":"Tomio Goto","orcid":"https://orcid.org/0000-0002-6732-1250"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomio Goto","raw_affiliation_strings":["Nagoya Institute of Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6732-1250","affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Japan","institution_ids":["https://openalex.org/I197274945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072174415"],"corresponding_institution_ids":["https://openalex.org/I197274945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27437804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"49"},"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":0.9944999814033508,"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":0.9944999814033508,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rheumatoid-arthritis","display_name":"Rheumatoid arthritis","score":0.8870638608932495},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5864467620849609},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5135691165924072},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.5004048347473145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4765879809856415},{"id":"https://openalex.org/keywords/joint-disease","display_name":"Joint disease","score":0.43757352232933044},{"id":"https://openalex.org/keywords/cartilage","display_name":"Cartilage","score":0.4276142716407776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42436492443084717},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42307087779045105},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41715437173843384},{"id":"https://openalex.org/keywords/arthritis","display_name":"Arthritis","score":0.4130696952342987},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4115493893623352},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36393892765045166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32532334327697754},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.2855949103832245},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2051534354686737},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13493746519088745},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12547993659973145},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.10456433892250061},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.09180572628974915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07364395260810852}],"concepts":[{"id":"https://openalex.org/C2777575956","wikidata":"https://www.wikidata.org/wiki/Q187255","display_name":"Rheumatoid arthritis","level":2,"score":0.8870638608932495},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5864467620849609},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5135691165924072},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.5004048347473145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4765879809856415},{"id":"https://openalex.org/C3017807761","wikidata":"https://www.wikidata.org/wiki/Q708176","display_name":"Joint disease","level":4,"score":0.43757352232933044},{"id":"https://openalex.org/C2780550940","wikidata":"https://www.wikidata.org/wiki/Q502730","display_name":"Cartilage","level":2,"score":0.4276142716407776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42436492443084717},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42307087779045105},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41715437173843384},{"id":"https://openalex.org/C2777077863","wikidata":"https://www.wikidata.org/wiki/Q170990","display_name":"Arthritis","level":2,"score":0.4130696952342987},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4115493893623352},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36393892765045166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32532334327697754},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.2855949103832245},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2051534354686737},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13493746519088745},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12547993659973145},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.10456433892250061},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.09180572628974915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07364395260810852},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3576938.3576946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576938.3576946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Digital Medicine and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2103212315","https://openalex.org/W2163605009","https://openalex.org/W2766527293","https://openalex.org/W2904367110","https://openalex.org/W2946948417","https://openalex.org/W2955425717","https://openalex.org/W2963981733","https://openalex.org/W3107537120","https://openalex.org/W3173241699","https://openalex.org/W4235804541","https://openalex.org/W4253942557","https://openalex.org/W4287999449","https://openalex.org/W4301206121","https://openalex.org/W6771275388"],"related_works":["https://openalex.org/W2185550546","https://openalex.org/W2416097977","https://openalex.org/W2028766184","https://openalex.org/W2993678931","https://openalex.org/W2384738060","https://openalex.org/W3045583548","https://openalex.org/W812086887","https://openalex.org/W2095869193","https://openalex.org/W2183345240","https://openalex.org/W1969352430"],"abstract_inverted_index":{"Rheumatoid":[0],"arthritis":[1,36],"is":[2],"a":[3,29],"disease":[4],"that":[5,50],"causes":[6],"inflammation":[7],"of":[8,11,16,40,53,68,75],"joints,":[9,54],"destruction":[10],"cartilage":[12],"and":[13,19,63,72],"bone,":[14],"loss":[15],"joint":[17,20],"function,":[18],"deformation":[21],"if":[22],"left":[23],"untreated.":[24],"Therefore,":[25],"this":[26],"paper":[27],"proposes":[28],"system":[30,71,77],"for":[31],"detecting":[32],"abnormalities":[33],"in":[34],"rheumatoid":[35],"using":[37,81],"X-ray":[38,51],"images":[39,52,80],"joints.":[41],"In":[42],"addition,":[43],"we":[44],"aim":[45],"to":[46,61,64],"solve":[47],"the":[48,66,69,73],"problem":[49],"which":[55],"are":[56,59],"medical":[57],"images,":[58],"difficult":[60],"obtain,":[62],"improve":[65],"accuracy":[67],"diagnosis":[70],"validity":[74],"our":[76],"by":[78],"generating":[79],"GANs.":[82]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
