{"id":"https://openalex.org/W4378907353","doi":"https://doi.org/10.1007/s00500-023-08345-z","title":"GAN-based one dimensional medical data augmentation","display_name":"GAN-based one dimensional medical data augmentation","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4378907353","doi":"https://doi.org/10.1007/s00500-023-08345-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-023-08345-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-08345-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-08345-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-08345-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100449277","display_name":"Ye Zhang","orcid":"https://orcid.org/0000-0001-6093-4348"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700403","display_name":"Zhixiang Wang","orcid":"https://orcid.org/0000-0002-4778-7539"},"institutions":[{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]},{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zhixiang Wang","raw_affiliation_strings":["Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034166742","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0001-6985-2103"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075483337","display_name":"Junzhuo Liu","orcid":"https://orcid.org/0000-0002-5155-5781"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzhuo Liu","raw_affiliation_strings":["Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398504","display_name":"Ying Feng","orcid":"https://orcid.org/0000-0003-1045-4172"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210147433","display_name":"Beijing Friendship Hospital","ror":"https://ror.org/053qy4437","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210147433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Feng","raw_affiliation_strings":["Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210147433","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004688031","display_name":"Leonard Wee","orcid":"https://orcid.org/0000-0003-1612-9055"},"institutions":[{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]},{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Leonard Wee","raw_affiliation_strings":["Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013513157","display_name":"Andr\u00e9 Dekker","orcid":"https://orcid.org/0000-0002-0422-7996"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andre Dekker","raw_affiliation_strings":["Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072153328","display_name":"Qiaosong Chen","orcid":"https://orcid.org/0000-0002-4763-5359"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaosong Chen","raw_affiliation_strings":["Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People\u2019s Republic of China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, People's Republic of China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008606043","display_name":"Alberto Traverso","orcid":"https://orcid.org/0000-0001-6183-4429"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alberto Traverso","raw_affiliation_strings":["Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (Maastro), GROW-School for Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100449277"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":10.898,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98878856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"27","issue":"15","first_page":"10481","last_page":"10491"},"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":0.9983999729156494,"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":0.9983999729156494,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.9879999756813049,"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/computer-science","display_name":"Computer science","score":0.7066455483436584},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6538468599319458},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.6067189574241638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5737523436546326},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5082444548606873},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4257572591304779},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4225677251815796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40449345111846924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4022098183631897},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3552996516227722},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12880703806877136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7066455483436584},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6538468599319458},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.6067189574241638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5737523436546326},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5082444548606873},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4257572591304779},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4225677251815796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40449345111846924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4022098183631897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3552996516227722},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12880703806877136},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-023-08345-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-08345-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-08345-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/ad67e3e4-96de-4676-a17a-8ffa86b77275","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ad67e3e4-96de-4676-a17a-8ffa86b77275","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zhang, Y, Wang, Z, Zhang, Z, Liu, J, Feng, Y, Wee, L, Dekker, A, Chen, Q & Traverso, A 2023, 'GAN-based one dimensional medical data augmentation', Soft Computing, vol. 27, no. 15, pp. 10481-10491. https://doi.org/10.1007/s00500-023-08345-z","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s00500-023-08345-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-08345-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-08345-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2300736770","display_name":null,"funder_award_id":"(CSC)","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378907353.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W658977683","https://openalex.org/W1861492603","https://openalex.org/W1981276685","https://openalex.org/W2049962488","https://openalex.org/W2076272581","https://openalex.org/W2087240369","https://openalex.org/W2108598243","https://openalex.org/W2138776277","https://openalex.org/W2148143831","https://openalex.org/W2492531120","https://openalex.org/W2766296277","https://openalex.org/W2773315559","https://openalex.org/W2962878449","https://openalex.org/W2979297660","https://openalex.org/W2979505207","https://openalex.org/W2979830539","https://openalex.org/W3006338524","https://openalex.org/W3009266521","https://openalex.org/W3029477994","https://openalex.org/W3082828045","https://openalex.org/W3097681423","https://openalex.org/W3114587593","https://openalex.org/W3136221625","https://openalex.org/W3137239976","https://openalex.org/W3137374959","https://openalex.org/W4200357498","https://openalex.org/W4206344290","https://openalex.org/W4226290225","https://openalex.org/W4282926403","https://openalex.org/W4283271724","https://openalex.org/W4311665642"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W4206637278","https://openalex.org/W2781247653","https://openalex.org/W2953675148","https://openalex.org/W127528661","https://openalex.org/W123443654","https://openalex.org/W3055496383","https://openalex.org/W2903718012","https://openalex.org/W3139059142","https://openalex.org/W3092529864"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,10,84,88,96,107,113,118,121,134,141,154,161,166,186,196],"continuous":[3],"development":[4],"of":[5,42,106,120,143,169,206],"human":[6],"life":[7],"and":[8,25,40,71,125,160,175,188,210,220],"society,":[9],"medical":[11,97,146],"field":[12],"is":[13,74,218],"constantly":[14],"improving.":[15],"However,":[16],"modern":[17],"medicine":[18],"still":[19],"faces":[20],"many":[21],"limitations,":[22],"including":[23],"challenging":[24],"previously":[26],"unsolvable":[27],"problems.":[28],"In":[29,99],"these":[30],"cases,":[31],"artificial":[32],"intelligence":[33],"(AI)":[34],"can":[35,139],"provide":[36],"solutions.":[37],"The":[38,65,115],"research":[39],"application":[41],"generative":[43],"adversarial":[44],"networks":[45],"(GAN)":[46],"are":[47,59,83],"a":[48,104],"clear":[49],"example.":[50],"While":[51],"most":[52],"researchers":[53],"focus":[54],"on":[55,153],"image":[56],"augmentation,":[57,180],"there":[58],"few":[60],"one-dimensional":[61,75],"data":[62,94,110,123,128,147,179,193],"augmentation":[63],"examples.":[64],"radiomics":[66,93],"feature":[67],"extracted":[68],"from":[69],"RT":[70],"CT":[72],"images":[73],"data.":[76],"As":[77],"far":[78],"as":[79],"we":[80,82,102],"know,":[81],"first":[85],"to":[86,91,133],"apply":[87],"WGAN-GP":[89],"algorithm":[90],"generate":[92],"in":[95,208],"field.":[98],"this":[100],"paper,":[101],"input":[103,122],"portion":[105],"original":[108,135],"real":[109,136],"samples":[111,124,129],"into":[112],"model.":[114],"model":[116],"learns":[117],"distribution":[119,132],"generates":[126],"synthetic":[127],"with":[130,165],"similar":[131],"data,":[137],"which":[138],"solve":[140],"problem":[142],"obtaining":[144],"annotated":[145],"samples.":[148],"We":[149],"have":[150],"conducted":[151],"experiments":[152],"public":[155],"dataset":[156],"Heart":[157],"Disease":[158],"Cleveland":[159],"private":[162],"dataset.":[163],"Compared":[164],"traditional":[167],"method":[168,182,200,217],"Synthetic":[170],"Minority":[171],"Oversampling":[172],"Technique":[173],"(SMOTE)":[174],"common":[176],"GAN":[177],"for":[178],"our":[181,199,216],"has":[183,201],"significantly":[184],"improved":[185],"AUC":[187],"SEN":[189],"values":[190],"under":[191],"different":[192],"proportions.":[194],"At":[195],"same":[197],"time,":[198],"also":[202],"shown":[203],"varying":[204],"levels":[205],"improvement":[207],"ACC":[209],"SPE":[211],"values.":[212],"This":[213],"demonstrates":[214],"that":[215],"effective":[219],"feasible.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}