{"id":"https://openalex.org/W4412082349","doi":"https://doi.org/10.1109/tmi.2025.3586254","title":"CineMyoPS: Segmenting Myocardial Pathologies From Cine Cardiac MR","display_name":"CineMyoPS: Segmenting Myocardial Pathologies From Cine Cardiac MR","publication_year":2025,"publication_date":"2025-07-07","ids":{"openalex":"https://openalex.org/W4412082349","doi":"https://doi.org/10.1109/tmi.2025.3586254","pmid":"https://pubmed.ncbi.nlm.nih.gov/40622836"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2025.3586254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3586254","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5078082099","display_name":"Wangbin Ding","orcid":"https://orcid.org/0000-0001-6494-5554"},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wangbin Ding","raw_affiliation_strings":["School of Medical Imaging, Fujian Medical University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Imaging, Fujian Medical University, Fuzhou, China","institution_ids":["https://openalex.org/I129708740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440388","display_name":"Lei Li","orcid":"https://orcid.org/0000-0003-1281-6472"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["Department of Biomedical Engineering, National University of Singapore, Queenstown, Singapore","Department of Biomedical Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, National University of Singapore, Queenstown, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047192646","display_name":"Junyi Qiu","orcid":"https://orcid.org/0000-0001-7662-6921"},"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":"Junyi Qiu","raw_affiliation_strings":["School of Data Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101431349","display_name":"B Lin","orcid":"https://orcid.org/0009-0003-1609-9770"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bogen Lin","raw_affiliation_strings":["College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054008561","display_name":"Mingjing Yang","orcid":"https://orcid.org/0000-0002-6068-8287"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjing Yang","raw_affiliation_strings":["College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073494285","display_name":"Liqin Huang","orcid":"https://orcid.org/0000-0001-8602-6380"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqin Huang","raw_affiliation_strings":["College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009467631","display_name":"Lian\u2010Ming Wu","orcid":"https://orcid.org/0000-0001-7381-5436"},"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/I2800570007","display_name":"Renji Hospital","ror":"https://ror.org/03ypbx660","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800570007"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lian-Ming Wu","raw_affiliation_strings":["Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I2800570007","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032916345","display_name":"Sihan Wang","orcid":"https://orcid.org/0000-0001-7009-8814"},"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":"Sihan Wang","raw_affiliation_strings":["School of Data Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011662977","display_name":"Xiahai Zhuang","orcid":"https://orcid.org/0000-0003-4351-4979"},"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":"Xiahai Zhuang","raw_affiliation_strings":["School of Data Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5078082099"],"corresponding_institution_ids":["https://openalex.org/I129708740"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23963884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":"12","first_page":"5027","last_page":"5037"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9801999926567078,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9801999926567078,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9652000069618225,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9315000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48683613538742065},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48154881596565247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4808981418609619},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42835575342178345},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.4148845076560974},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.35023820400238037},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3335343897342682},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13680124282836914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48683613538742065},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48154881596565247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4808981418609619},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42835575342178345},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4148845076560974},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.35023820400238037},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3335343897342682},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13680124282836914},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009206","descriptor_name":"Myocardium","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009206","descriptor_name":"Myocardium","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009206","descriptor_name":"Myocardium","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2025.3586254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3586254","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40622836","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40622836","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.41999998688697815,"display_name":"Good health and well-being"},{"id":"https://metadata.un.org/sdg/2","score":0.4099999964237213,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G5804788565","display_name":null,"funder_award_id":"62111530195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5876798726","display_name":null,"funder_award_id":"62372115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6618424595","display_name":null,"funder_award_id":"61971142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G773424371","display_name":null,"funder_award_id":"62401148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7857457420","display_name":null,"funder_award_id":"62271149","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1755205674","https://openalex.org/W1901129140","https://openalex.org/W1986489726","https://openalex.org/W2006128636","https://openalex.org/W2055745491","https://openalex.org/W2056516882","https://openalex.org/W2068635944","https://openalex.org/W2073597137","https://openalex.org/W2082829292","https://openalex.org/W2121706860","https://openalex.org/W2212071945","https://openalex.org/W2293180770","https://openalex.org/W2345620333","https://openalex.org/W2395918633","https://openalex.org/W2418030208","https://openalex.org/W2626613451","https://openalex.org/W2729740562","https://openalex.org/W2739175646","https://openalex.org/W2739960479","https://openalex.org/W2805285736","https://openalex.org/W2889609823","https://openalex.org/W2891631795","https://openalex.org/W2942777796","https://openalex.org/W2963305757","https://openalex.org/W2963820951","https://openalex.org/W2977457995","https://openalex.org/W2995848654","https://openalex.org/W3006480866","https://openalex.org/W3008753367","https://openalex.org/W3010152544","https://openalex.org/W3014974815","https://openalex.org/W3026086137","https://openalex.org/W3034601296","https://openalex.org/W3042642124","https://openalex.org/W3096831136","https://openalex.org/W3117825257","https://openalex.org/W3170710618","https://openalex.org/W3177358832","https://openalex.org/W3193692697","https://openalex.org/W4200237742","https://openalex.org/W4296784693","https://openalex.org/W4299531958","https://openalex.org/W4310128793","https://openalex.org/W4362560246","https://openalex.org/W4367833788","https://openalex.org/W4380986859","https://openalex.org/W4381716343","https://openalex.org/W4385494482","https://openalex.org/W4387225980","https://openalex.org/W4400079619","https://openalex.org/W4402428588","https://openalex.org/W4403071986"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2592395359","https://openalex.org/W2079911747"],"abstract_inverted_index":{"Myocardial":[0],"infarction":[1],"(MI)":[2],"is":[3,47,67],"a":[4,68,92,134,149,171],"leading":[5],"cause":[6],"of":[7,29,62,82],"death":[8],"worldwide.":[9],"Late":[10],"gadolinium":[11],"enhancement":[12],"(LGE)":[13],"and":[14,25,37,55,70,79,108,120,186],"T2-weighted":[15],"cardiac":[16,159],"magnetic":[17],"resonance":[18],"(CMR)":[19],"imaging":[20,72],"can":[21,52,75],"respectively":[22],"identify":[23],"scarring":[24],"edema":[26],"areas,":[27],"both":[28,77,118],"which":[30],"are":[31],"essential":[32],"for":[33,165],"MI":[34],"risk":[35],"stratification":[36],"prognosis":[38],"assessment.":[39],"Although":[40],"combining":[41],"complementary":[42],"information":[43],"from":[44,111],"multi-sequence":[45],"CMR":[46,66,113],"useful,":[48],"acquiring":[49],"these":[50,130],"sequences":[51],"be":[53],"time-consuming":[54],"prohibitive,":[56],"e.g.,":[57],"due":[58],"to":[59,99,102,141,153],"the":[60,83,127,138,158],"administration":[61],"contrast":[63],"agents.":[64],"Cine":[65],"rapid":[69],"contrast-free":[71],"technique":[73],"that":[74,175],"visualize":[76],"motion":[78,119,184],"structural":[80],"abnormalities":[81],"myocardium":[84],"induced":[85],"by":[86],"acute":[87],"MI.":[88,125],"Therefore,":[89],"we":[90,132,147],"present":[91],"new":[93],"end-to-end":[94],"deep":[95],"neural":[96],"network,":[97],"referred":[98],"as":[100],"CineMyoPS,":[101],"segment":[103],"myocardial":[104,166,181],"pathologies,":[105],"i.e.,":[106],"scars":[107],"edema,":[109],"solely":[110],"cine":[112],"images.":[114],"Specifically,":[115],"CineMyoPS":[116,176],"extracts":[117],"anatomy":[121,187],"features":[122,156],"associated":[123],"with":[124],"Given":[126],"interdependence":[128],"between":[129],"features,":[131],"design":[133],"consistency":[135],"loss":[136],"(resembling":[137],"co-training":[139],"strategy)":[140],"facilitate":[142],"their":[143],"joint":[144],"learning.":[145],"Furthermore,":[146],"propose":[148],"time-series":[150],"aggregation":[151],"strategy":[152],"integrate":[154],"MI-related":[155],"across":[157],"cycle,":[160],"thereby":[161],"enhancing":[162],"segmentation":[163],"accuracy":[164],"pathologies.":[167],"Experimental":[168],"results":[169],"on":[170],"multi-center":[172],"dataset":[173],"demonstrate":[174],"achieves":[177],"promising":[178],"performance":[179],"in":[180],"pathology":[182],"segmentation,":[183],"estimation,":[185],"segmentation.":[188]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
