{"id":"https://openalex.org/W4391428193","doi":"https://doi.org/10.1109/tetci.2024.3355819","title":"Generative Adversarial Registration Network for Multi-Contrast Liver MRI Registration and Added Value to Hepatocellular Carcinoma Segmentation: A Multicentre Study","display_name":"Generative Adversarial Registration Network for Multi-Contrast Liver MRI Registration and Added Value to Hepatocellular Carcinoma Segmentation: A Multicentre Study","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4391428193","doi":"https://doi.org/10.1109/tetci.2024.3355819"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3355819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3355819","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5003192424","display_name":"Hang Yu","orcid":"https://orcid.org/0000-0002-0295-7055"},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hang Yu","raw_affiliation_strings":["Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101758226","display_name":"Shu Wu","orcid":"https://orcid.org/0009-0004-1385-5267"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shu Wu","raw_affiliation_strings":["Software Development, Shanghai Zhiyu Software Information Company Ltd., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Software Development, Shanghai Zhiyu Software Information Company Ltd., Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007079509","display_name":"Rencheng Zheng","orcid":"https://orcid.org/0000-0001-6397-0192"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rencheng Zheng","raw_affiliation_strings":["Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010359869","display_name":"Ruokun Li","orcid":"https://orcid.org/0000-0002-6929-0013"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruokun Li","raw_affiliation_strings":["Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085297048","display_name":"Qidong Wang","orcid":"https://orcid.org/0000-0002-5730-0472"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qidong Wang","raw_affiliation_strings":["Department of Radiology, The First affiliated Hospital, School of Medicine, Zhejiang University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, The First affiliated Hospital, School of Medicine, Zhejiang University, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050224071","display_name":"Caizhong Chen","orcid":"https://orcid.org/0000-0001-5243-1345"},"institutions":[{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caizhong Chen","raw_affiliation_strings":["Department of Radiology, Shanghai Institute of Medical Imaging, Zhongshan Hospital, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanghai Institute of Medical Imaging, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210127074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039357823","display_name":"Fei Dai","orcid":"https://orcid.org/0009-0000-9437-5329"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Dai","raw_affiliation_strings":["Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909857","display_name":"Weibo Chen","orcid":"https://orcid.org/0000-0002-4727-3642"},"institutions":[{"id":"https://openalex.org/I4210086647","display_name":"Philips (China)","ror":"https://ror.org/001tk4253","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210086647","https://openalex.org/I4210122849"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibo Chen","raw_affiliation_strings":["Philips healthcare Company, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Philips healthcare Company, Shanghai, China","institution_ids":["https://openalex.org/I4210086647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101981252","display_name":"Chengyan Wang","orcid":"https://orcid.org/0000-0002-8890-4973"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyan Wang","raw_affiliation_strings":["Human Phenome Institute, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Human Phenome Institute, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100351659","display_name":"He Wang","orcid":"https://orcid.org/0000-0002-2053-9439"},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Wang","raw_affiliation_strings":["Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China","Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210128921","https://openalex.org/I4210127074","https://openalex.org/I24943067","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5003192424"],"corresponding_institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210085920","https://openalex.org/I4210164150"],"apc_list":null,"apc_paid":null,"fwci":2.1477,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8613069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"2","first_page":"1714","last_page":"1727"},"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":0.9977999925613403,"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":0.9977999925613403,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9975000023841858,"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":0.9900000095367432,"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/hepatocellular-carcinoma","display_name":"Hepatocellular carcinoma","score":0.7463734149932861},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5802091956138611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5793144106864929},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5734167098999023},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5565702319145203},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4599847197532654},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4573809802532196},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4502071142196655},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.448845237493515},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4379119873046875},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.4345100522041321},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4226375222206116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4145231544971466},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3341284394264221},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3034013509750366},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15536418557167053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08866295218467712}],"concepts":[{"id":"https://openalex.org/C2778019345","wikidata":"https://www.wikidata.org/wiki/Q1148337","display_name":"Hepatocellular carcinoma","level":2,"score":0.7463734149932861},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5802091956138611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5793144106864929},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5734167098999023},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5565702319145203},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4599847197532654},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4573809802532196},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4502071142196655},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.448845237493515},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4379119873046875},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4345100522041321},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4226375222206116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4145231544971466},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3341284394264221},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3034013509750366},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15536418557167053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08866295218467712}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3355819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3355819","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G29860790","display_name":null,"funder_award_id":"20ZR1406400","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G5482927670","display_name":null,"funder_award_id":"81971583","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8522060863","display_name":null,"funder_award_id":"82271956","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1870947790","https://openalex.org/W1901129140","https://openalex.org/W1970928383","https://openalex.org/W1975983633","https://openalex.org/W1983592655","https://openalex.org/W1998710995","https://openalex.org/W2031423544","https://openalex.org/W2049377011","https://openalex.org/W2052041893","https://openalex.org/W2073251168","https://openalex.org/W2097832352","https://openalex.org/W2100565052","https://openalex.org/W2106989370","https://openalex.org/W2109115250","https://openalex.org/W2112995297","https://openalex.org/W2125389028","https://openalex.org/W2150190641","https://openalex.org/W2156875677","https://openalex.org/W2158167845","https://openalex.org/W2166737644","https://openalex.org/W2170167891","https://openalex.org/W2516920813","https://openalex.org/W2752782242","https://openalex.org/W2886541372","https://openalex.org/W2889646458","https://openalex.org/W2891590469","https://openalex.org/W2891631795","https://openalex.org/W2903950353","https://openalex.org/W2904555209","https://openalex.org/W2922479016","https://openalex.org/W2962767316","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2966108228","https://openalex.org/W2973702582","https://openalex.org/W2979887197","https://openalex.org/W2980221077","https://openalex.org/W3007763359","https://openalex.org/W3091131821","https://openalex.org/W3092446792","https://openalex.org/W3096831136","https://openalex.org/W3098181075","https://openalex.org/W3136762441","https://openalex.org/W3202718475","https://openalex.org/W3204867994","https://openalex.org/W4206996524","https://openalex.org/W4226421488","https://openalex.org/W4226497331","https://openalex.org/W4316035313","https://openalex.org/W4319300096","https://openalex.org/W6678815747","https://openalex.org/W6753548976"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501"],"abstract_inverted_index":{"Diffusion-weighted":[0],"imaging":[1,7],"(DWI)":[2],"and":[3,25,49,67,95,122,128,137,152,174,222,253],"dynamic":[4],"contrast-enhanced":[5],"(DCE)":[6],"are":[8],"essential":[9],"for":[10,62,105,185],"the":[11,36,43,69,116,162,175,190,241,250],"diagnosis":[12],"of":[13,45,149,192,255],"hepatocellular":[14],"carcinoma":[15],"(HCC)":[16],"but":[17],"suffer":[18],"from":[19,93,119,202,207],"severe":[20],"displacement":[21],"due":[22],"to":[23,89,114,157,211,218,226],"respiratory":[24],"cardiac":[26],"motions.":[27],"The":[28,80],"currently":[29],"available":[30],"registration":[31,59,66,165,179,243],"algorithms":[32],"do":[33],"not":[34],"align":[35],"multi-contrast":[37,63,246],"liver":[38,64,164,242],"images":[39,92,201],"satisfactorily,":[40],"which":[41],"hinders":[42],"efficacy":[44],"automatic":[46],"lesion":[47,74,118],"segmentation":[48,75,194,254],"radiomics":[50],"analysis.":[51],"We":[52],"proposed":[53,81],"a":[54,84],"deep":[55],"learning-based":[56],"generative":[57,86],"adversarial":[58,87],"network":[60,88],"(GARNET)":[61],"image":[65,101],"explored":[68],"added":[70],"value":[71],"on":[72,130],"HCC":[73,117,146,193],"in":[76,230],"patients":[77,132],"with":[78,204],"cirrhosis.":[79],"model":[82],"applied":[83],"pre-trained":[85],"synthesize":[90],"DCE":[91,123],"DWI":[94,121],"then":[96],"used":[97,113],"diffeomorphic":[98],"based":[99],"symmetric":[100],"normalization":[102],"(SyN)":[103],"algorithm":[104],"registration.":[106],"Furthermore,":[107],"an":[108],"attention-based":[109],"U-net":[110],"(AU-NET)":[111],"was":[112,126,155,195],"segment":[115],"registered":[120,200],"images.":[124],"GARNET":[125,160,238],"developed":[127],"validated":[129],"901":[131],"collected":[133],"between":[134],"January":[135],"2013":[136],"February":[138],"2021":[139],"across":[140],"five":[141],"medical":[142],"centers,":[143],"including":[144],"517":[145],"patients,":[147],"total":[148],"597":[150],"HCCs,":[151],"every":[153],"case":[154],"interpolated":[156],"32":[158],"slices.":[159],"achieved":[161],"highest":[163],"Dice":[166,205],"(0.812":[167],"\u00b1":[168,182,209,213,216,220,224,228],"0.045)":[169],"among":[170,245],"all":[171],"comparative":[172],"methods,":[173],"lowest":[176],"tumor":[177],"target":[178],"error":[180],"(3.470":[181],"1.652":[183],"mm)":[184],"DWI/DCE":[186],"registrations.":[187],"In":[188],"addition,":[189],"performance":[191],"significantly":[196,239],"improved":[197,240],"when":[198],"using":[199],"GARNET,":[203],"improvements":[206],"0.36":[208],"0.22":[210],"0.45":[212],"0.22;":[214],"0.53":[215],"0.25":[217],"0.58":[219],"0.21;":[221],"0.44":[223],"0.26":[225],"0.56":[227],"0.19":[229],"three":[231],"validation":[232],"centers.":[233],"Experimental":[234],"results":[235],"showed":[236],"that":[237],"performances":[244],"images,":[247],"thereby":[248],"improving":[249],"further":[251],"identification":[252],"HCCs.":[256]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
