{"id":"https://openalex.org/W4400188627","doi":"https://doi.org/10.1109/tce.2024.3421266","title":"Artificial Intelligence Generated Data Augmentation for Abdominal Multi-Organ Segmentation","display_name":"Artificial Intelligence Generated Data Augmentation for Abdominal Multi-Organ Segmentation","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400188627","doi":"https://doi.org/10.1109/tce.2024.3421266"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3421266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3421266","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/A5087132824","display_name":"Renlong Zhang","orcid":"https://orcid.org/0000-0003-0394-7649"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Renlong Zhang","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062208207","display_name":"Junxin Chen","orcid":"https://orcid.org/0000-0003-4745-8361"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxin Chen","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101558676","display_name":"Bo Fang","orcid":"https://orcid.org/0009-0003-3847-5765"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bo Fang","raw_affiliation_strings":["School of Computer Science, University of Sydney, Sydney, Australia","School of Computer Science, University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Computer Science, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337171","display_name":"Libo Zhang","orcid":"https://orcid.org/0000-0002-8705-0435"},"institutions":[{"id":"https://openalex.org/I4210129955","display_name":"General Hospital of Shenyang Military Region","ror":"https://ror.org/0340t0585","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129955"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Bo Zhang","raw_affiliation_strings":["Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China","institution_ids":["https://openalex.org/I4210129955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634925","display_name":"Amit Kumar Singh","orcid":"https://orcid.org/0000-0001-7359-2068"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Kumar Singh","raw_affiliation_strings":["Computer Science and Engineering Department, National Institute of Technology Patna, Patna, India","Computer Science and Engineering Department, National Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, National Institute of Technology Patna, Patna, India","institution_ids":["https://openalex.org/I11793825"]},{"raw_affiliation_string":"Computer Science and Engineering Department, National Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089407824","display_name":"Zhihan Lyu","orcid":"https://orcid.org/0000-0003-2525-3074"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Zhihan Lyu","raw_affiliation_strings":["Department of Game Design, Faculty of Arts, Uppsala University, Visby, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Game Design, Faculty of Arts, Uppsala University, Visby, Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087132824"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":2.5841,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89579669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"70","issue":"3","first_page":"6031","last_page":"6041"},"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":0.8991000056266785,"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":0.8991000056266785,"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":0.7955999970436096,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.7390000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5997571349143982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5546622276306152},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4714934229850769},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4483833312988281},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4426478147506714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5997571349143982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5546622276306152},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4714934229850769},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4483833312988281},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4426478147506714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3421266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3421266","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3520310932","display_name":null,"funder_award_id":"DUT22RC(3)099","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6717434564","display_name":null,"funder_award_id":"62171114","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2156163116","https://openalex.org/W2526009326","https://openalex.org/W2613456556","https://openalex.org/W2700917049","https://openalex.org/W2754128144","https://openalex.org/W2787091153","https://openalex.org/W2794022343","https://openalex.org/W2799213142","https://openalex.org/W2884436604","https://openalex.org/W2896011443","https://openalex.org/W2944052783","https://openalex.org/W2947263797","https://openalex.org/W2962736273","https://openalex.org/W2963073614","https://openalex.org/W2963881378","https://openalex.org/W2979619943","https://openalex.org/W2979708377","https://openalex.org/W2989821457","https://openalex.org/W2995634787","https://openalex.org/W3002569343","https://openalex.org/W3005886022","https://openalex.org/W3009184501","https://openalex.org/W3014713533","https://openalex.org/W3035363555","https://openalex.org/W3092617191","https://openalex.org/W3092858474","https://openalex.org/W3096165964","https://openalex.org/W3160609330","https://openalex.org/W3170049569","https://openalex.org/W3213868094","https://openalex.org/W4205164650","https://openalex.org/W4205341905","https://openalex.org/W4205953442","https://openalex.org/W4221100204","https://openalex.org/W4229029284","https://openalex.org/W4280489427","https://openalex.org/W4288058127","https://openalex.org/W4289754920","https://openalex.org/W4311415873","https://openalex.org/W4319994050","https://openalex.org/W4321484266","https://openalex.org/W4361986677","https://openalex.org/W4378193947","https://openalex.org/W4383890559","https://openalex.org/W4386065883","https://openalex.org/W4386280880","https://openalex.org/W4387068034","https://openalex.org/W6751733626"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"generation":[3],"in":[4,25],"medical":[5,16,41],"image":[6,17,20],"synthesis":[7],"provides":[8],"a":[9,58,77,82],"more":[10],"accurate":[11],"and":[12,27,31,50,81,92,106,126],"efficient":[13],"method":[14],"for":[15,62,116],"analysis.":[18],"Medical":[19],"segmentation":[21,60,83,119],"can":[22],"assist":[23],"doctors":[24],"identifying":[26],"locating":[28],"lesions,":[29],"organs,":[30],"tissues":[32],"to":[33],"improve":[34],"the":[35,86,100,113,118,124,129],"accuracy":[36],"of":[37,76,128],"disease":[38],"diagnosis.":[39],"However,":[40],"images":[42,68,98,105],"have":[43],"issues":[44],"such":[45],"as":[46],"scarcity,":[47],"fuzzy":[48],"boundaries":[49],"intra-class":[51],"heterogeneity.":[52],"In":[53,85],"this":[54],"paper,":[55],"we":[56],"propose":[57],"multi-organ":[59],"algorithm":[61,74],"abdominal":[63],"magnetic":[64],"resonance":[65],"imaging":[66],"(MRI)":[67],"based":[69],"on":[70],"AI":[71],"generation.":[72],"The":[73,103],"consists":[75],"data":[78,87],"augmentation":[79,88],"module":[80],"network.":[84],"part,":[89],"traditional":[90],"methods":[91],"an":[93],"improved":[94,114],"Pix2pix":[95],"synthesize":[96],"training":[97,117],"using":[99],"sample":[101],"labels.":[102],"generated":[104],"original":[107],"samples":[108],"are":[109],"then":[110],"put":[111],"into":[112],"U-Net":[115],"model.":[120],"Comparative":[121],"experiments":[122],"demonstrate":[123],"effectiveness":[125],"advantages":[127],"proposed":[130],"algorithm.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}