{"id":"https://openalex.org/W4390489245","doi":"https://doi.org/10.1109/sipaim56729.2023.10373454","title":"Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation","display_name":"Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4390489245","doi":"https://doi.org/10.1109/sipaim56729.2023.10373454"},"language":"en","primary_location":{"id":"doi:10.1109/sipaim56729.2023.10373454","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sipaim56729.2023.10373454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)","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/A5114549796","display_name":"Lichao Wang","orcid":"https://orcid.org/0009-0005-0426-5924"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lichao Wang","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101871868","display_name":"Jiahao Huang","orcid":"https://orcid.org/0000-0002-0880-0446"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiahao Huang","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043070120","display_name":"Xiaodan Xing","orcid":"https://orcid.org/0000-0002-2468-9266"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaodan Xing","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039464012","display_name":"Yinzhe Wu","orcid":"https://orcid.org/0009-0003-7957-8816"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yinzhe Wu","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112077227","display_name":"Ramyah Rajakulasingam","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ramyah Rajakulasingam","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038041565","display_name":"Andrew D. Scott","orcid":"https://orcid.org/0000-0001-7656-3123"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew D. Scott","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101708925","display_name":"Pedro Ferreira","orcid":"https://orcid.org/0000-0002-0436-3496"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pedro F Ferreira","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011899831","display_name":"Ranil de Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ranil De Silva","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084899945","display_name":"S\u00f2nia Nielles\u2010Vallespin","orcid":"https://orcid.org/0000-0003-0412-2796"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonia Nielles-Vallespin","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091576463","display_name":"Guang Yang","orcid":"https://orcid.org/0000-0003-3001-2830"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["Imperial College London,London,UK","Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5114549796"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39890236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/1803.07728","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.998199999332428,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.998199999332428,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9819999933242798,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9790999889373779,"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":0.8057813048362732},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7736802697181702},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7411820292472839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6592785120010376},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5280041694641113},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.5198507905006409},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.49610790610313416},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48150739073753357},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46351397037506104},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4577062129974365},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4289702773094177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4271122217178345},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.15170472860336304},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06121662259101868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057813048362732},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7736802697181702},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7411820292472839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6592785120010376},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5280041694641113},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.5198507905006409},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.49610790610313416},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48150739073753357},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46351397037506104},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4577062129974365},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4289702773094177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4271122217178345},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.15170472860336304},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06121662259101868},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sipaim56729.2023.10373454","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sipaim56729.2023.10373454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1987869189","https://openalex.org/W2194775991","https://openalex.org/W2593123265","https://openalex.org/W2785325870","https://openalex.org/W2804047627","https://openalex.org/W2962793481","https://openalex.org/W2980246683","https://openalex.org/W2997683259","https://openalex.org/W3002938804","https://openalex.org/W3035028692","https://openalex.org/W3127751679","https://openalex.org/W3127916313","https://openalex.org/W3138516171","https://openalex.org/W3216701191","https://openalex.org/W4306831876","https://openalex.org/W4312428231","https://openalex.org/W4312443924","https://openalex.org/W4313156423","https://openalex.org/W4321232185","https://openalex.org/W4386075524","https://openalex.org/W4389961130","https://openalex.org/W6747899497","https://openalex.org/W6774314701","https://openalex.org/W6790275670"],"related_works":["https://openalex.org/W3037187668","https://openalex.org/W1768769760","https://openalex.org/W2413360119","https://openalex.org/W3201126466","https://openalex.org/W1576270090","https://openalex.org/W2131307089","https://openalex.org/W2356293051","https://openalex.org/W2157123855","https://openalex.org/W4234772502","https://openalex.org/W57104752"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"a":[3,7,13,42,93],"pipeline":[4,21],"that":[5],"incorporates":[6],"novel":[8],"style":[9,66,82],"transfer":[10],"model":[11,72],"and":[12,16,49,113],"simultaneous":[14],"super-resolution":[15,70,103],"segmentation":[17,59,71,104,116],"model.":[18],"The":[19],"proposed":[20],"aims":[22],"to":[23,75,86,100,108],"enhance":[24,87],"diffusion":[25],"tensor":[26],"imaging":[27],"(DTI)":[28],"images":[29],"by":[30],"translating":[31],"them":[32],"into":[33],"the":[34,58,64,88,91,102],"late":[35],"gadolinium":[36],"enhancement":[37],"(LGE)":[38],"domain,":[39],"which":[40],"offers":[41],"larger":[43],"amount":[44],"of":[45,52,90],"data":[46],"with":[47],"high-resolution":[48,77],"distinct":[50],"highlighting":[51],"myocardium":[53],"infarction":[54],"(MI)":[55],"areas.":[56],"Subsequently,":[57],"task":[60],"is":[61,73,98],"performed":[62],"on":[63],"LGE":[65,81],"image.":[67,84],"An":[68],"end-to-end":[69],"introduced":[74],"generate":[76],"mask":[78],"from":[79],"low-resolution":[80],"DTI":[83],"Further,":[85],"performance":[89,117],"model,":[92,105],"multi-task":[94],"self-supervised":[95],"learning":[96],"strategy":[97],"employed":[99],"pre-train":[101],"allowing":[106],"it":[107],"acquire":[109],"more":[110],"representative":[111],"knowledge":[112],"improve":[114],"its":[115],"after":[118],"fine-tuning.":[119],"https://github.com/wlc2424762917/Med_Img":[120]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}