{"id":"https://openalex.org/W4367555805","doi":"https://doi.org/10.1587/transinf.2022dlp0008","title":"Image-to-Image Translation for Data Augmentation on Multimodal Medical Images","display_name":"Image-to-Image Translation for Data Augmentation on Multimodal Medical Images","publication_year":2023,"publication_date":"2023-04-30","ids":{"openalex":"https://openalex.org/W4367555805","doi":"https://doi.org/10.1587/transinf.2022dlp0008"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2022dlp0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022dlp0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/5/E106.D_2022DLP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/5/E106.D_2022DLP0008/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063483273","display_name":"Yue Peng","orcid":"https://orcid.org/0000-0001-5772-3443"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue PENG","raw_affiliation_strings":["Guangxi University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101751717","display_name":"Zuqiang Meng","orcid":"https://orcid.org/0000-0002-4911-6958"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuqiang MENG","raw_affiliation_strings":["Guangxi University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008154497","display_name":"Lina Yang","orcid":"https://orcid.org/0000-0003-3489-1887"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina YANG","raw_affiliation_strings":["Guangxi University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":0.7445,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72031172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"E106.D","issue":"5","first_page":"686","last_page":"696"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9993000030517578,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9962999820709229,"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/T10862","display_name":"AI in cancer detection","score":0.9923999905586243,"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":0.8549306392669678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6962677836418152},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6348192691802979},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5960593819618225},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5841675996780396},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5832594633102417},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.5378045439720154},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.521598219871521},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4987154006958008},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4869893491268158},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.46448808908462524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8549306392669678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6962677836418152},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6348192691802979},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5960593819618225},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5841675996780396},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5832594633102417},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.5378045439720154},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.521598219871521},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4987154006958008},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4869893491268158},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.46448808908462524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2022dlp0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022dlp0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/5/E106.D_2022DLP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2022dlp0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022dlp0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/5/E106.D_2022DLP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2775135795","display_name":null,"funder_award_id":"62266004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367555805.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W2115862526","https://openalex.org/W2125389028","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2590274298","https://openalex.org/W2603777577","https://openalex.org/W2605135824","https://openalex.org/W2608641923","https://openalex.org/W2752782242","https://openalex.org/W2789928581","https://openalex.org/W2792263949","https://openalex.org/W2795144650","https://openalex.org/W2898091194","https://openalex.org/W2900298334","https://openalex.org/W2912551047","https://openalex.org/W2943931219","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963017889","https://openalex.org/W2963046541","https://openalex.org/W2963073614","https://openalex.org/W2963403405","https://openalex.org/W2963470893","https://openalex.org/W2963767194","https://openalex.org/W2963890275","https://openalex.org/W2963981733","https://openalex.org/W2983509244","https://openalex.org/W2989855043","https://openalex.org/W3011919688","https://openalex.org/W3015396480","https://openalex.org/W3034552520","https://openalex.org/W3034600949","https://openalex.org/W3044908778","https://openalex.org/W3045950046","https://openalex.org/W3096831136","https://openalex.org/W3103603551","https://openalex.org/W3103710326","https://openalex.org/W3107034740","https://openalex.org/W3135970545","https://openalex.org/W3210588961"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2117933325","https://openalex.org/W2110230079","https://openalex.org/W2117664411","https://openalex.org/W1507266234","https://openalex.org/W1967061043","https://openalex.org/W2549936415"],"abstract_inverted_index":{"Medical":[0],"images":[1],"play":[2],"an":[3],"important":[4],"role":[5],"in":[6,23,31,77,117],"medical":[7,25,54,99,104,128],"diagnosis.":[8],"However,":[9],"acquiring":[10],"a":[11,20,82],"large":[12],"number":[13,84],"of":[14,34,85,135],"datasets":[15],"with":[16,39,114],"annotations":[17],"is":[18,37,92],"still":[19],"difficult":[21],"task":[22,113],"the":[24,32,79,89,111,118,125,133],"field.":[26],"For":[27],"this":[28,57,102],"reason,":[29],"research":[30],"field":[33],"image-to-image":[35],"translation":[36],"combined":[38],"computer-aided":[40],"diagnosis,":[41],"and":[42,88,101],"data":[43,63,91,96,106,130],"augmentation":[44,64],"methods":[45],"based":[46,72],"on":[47,65],"generative":[48],"adversarial":[49],"networks":[50],"are":[51],"applied":[52,109],"to":[53,61,97,110],"images.":[55],"In":[56],"paper,":[58],"we":[59],"try":[60],"perform":[62],"unimodal":[66,95],"data.":[67],"The":[68],"designed":[69],"StarGAN":[70],"V2":[71],"network":[73],"has":[74],"high":[75],"performance":[76,134],"augmenting":[78],"dataset":[80],"using":[81],"small":[83],"original":[86],"images,":[87,100],"augmented":[90],"expanded":[93],"from":[94],"multimodal":[98,103,127],"image":[105,129],"can":[107,131],"be":[108],"segmentation":[112,119],"some":[115],"improvement":[116],"results.":[120],"Our":[121],"experiments":[122],"demonstrate":[123],"that":[124],"generated":[126],"improve":[132],"glioma":[136],"segmentation.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}
