{"id":"https://openalex.org/W3087667873","doi":"https://doi.org/10.1109/tmi.2020.3025133","title":"Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation","display_name":"Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation","publication_year":2020,"publication_date":"2020-09-21","ids":{"openalex":"https://openalex.org/W3087667873","doi":"https://doi.org/10.1109/tmi.2020.3025133","mag":"3087667873","pmid":"https://pubmed.ncbi.nlm.nih.gov/32956048"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2020.3025133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2020.3025133","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":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8120796","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089838274","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0002-0367-3003"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077300873","display_name":"Chunfeng Lian","orcid":"https://orcid.org/0000-0002-9319-6633"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunfeng Lian","raw_affiliation_strings":["Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336197","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-2165-0080"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000641105","display_name":"Han Deng","orcid":"https://orcid.org/0000-0001-9363-1722"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hannah Deng","raw_affiliation_strings":["Houston Methodist Research Institute, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Houston Methodist Research Institute, Houston, TX, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012191313","display_name":"Tianshu Kuang","orcid":"https://orcid.org/0000-0002-9439-464X"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianshu Kuang","raw_affiliation_strings":["Houston Methodist Research Institute, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Houston Methodist Research Institute, Houston, TX, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063322814","display_name":"Steve H. Fung","orcid":"https://orcid.org/0000-0002-1177-682X"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Fung","raw_affiliation_strings":["Houston Methodist Research Institute, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Houston Methodist Research Institute, Houston, TX, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054315643","display_name":"Jaime Gate\u00f1o","orcid":"https://orcid.org/0000-0002-7597-6433"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime Gateno","raw_affiliation_strings":["Houston Methodist Research Institute, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Houston Methodist Research Institute, Houston, TX, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015071060","display_name":"Pew\u2010Thian Yap","orcid":"https://orcid.org/0000-0003-1489-2102"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pew-Thian Yap","raw_affiliation_strings":["Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023955845","display_name":"James J. Xia","orcid":"https://orcid.org/0000-0003-1386-0221"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James J. Xia","raw_affiliation_strings":["Houston Methodist Research Institute, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Houston Methodist Research Institute, Houston, TX, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","Korea University, Seoul, South Korea","University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]},{"raw_affiliation_string":"Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5089838274"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"],"apc_list":null,"apc_paid":null,"fwci":1.9629,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.88718875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"40","issue":"1","first_page":"274","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9980999827384949,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9976999759674072,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7418841123580933},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7180168628692627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171498537063599},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7034674882888794},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5640933513641357},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5480258464813232},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5463758111000061},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5187604427337646},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5050695538520813},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4643447995185852},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4636951684951782},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4612371623516083},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.410265177488327}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7418841123580933},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7180168628692627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171498537063599},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7034674882888794},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5640933513641357},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5480258464813232},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5463758111000061},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5187604427337646},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5050695538520813},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4643447995185852},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4636951684951782},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4612371623516083},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.410265177488327},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012886","descriptor_name":"Skull","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2020.3025133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2020.3025133","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:32956048","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32956048","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},{"id":"pmh:oai:pubmedcentral.nih.gov:8120796","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8120796","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8120796","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8120796","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1665214252","https://openalex.org/W1745334888","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2007847914","https://openalex.org/W2052644075","https://openalex.org/W2099471712","https://openalex.org/W2104276184","https://openalex.org/W2109928907","https://openalex.org/W2118386984","https://openalex.org/W2127589108","https://openalex.org/W2141200610","https://openalex.org/W2163922914","https://openalex.org/W2173520492","https://openalex.org/W2188365844","https://openalex.org/W2211483859","https://openalex.org/W2261310161","https://openalex.org/W2289076519","https://openalex.org/W2291593693","https://openalex.org/W2293824885","https://openalex.org/W2395611524","https://openalex.org/W2554892747","https://openalex.org/W2593414223","https://openalex.org/W2598581049","https://openalex.org/W2613718673","https://openalex.org/W2620858446","https://openalex.org/W2622064152","https://openalex.org/W2759965110","https://openalex.org/W2787928077","https://openalex.org/W2789713147","https://openalex.org/W2890998679","https://openalex.org/W2896145365","https://openalex.org/W2896359486","https://openalex.org/W2896817483","https://openalex.org/W2905233044","https://openalex.org/W2949117887","https://openalex.org/W2951939904","https://openalex.org/W2962793481","https://openalex.org/W2962808524","https://openalex.org/W2962825119","https://openalex.org/W2962837118","https://openalex.org/W2962932373","https://openalex.org/W2963073614","https://openalex.org/W2963344645","https://openalex.org/W2963351448","https://openalex.org/W2963495494","https://openalex.org/W2963684088","https://openalex.org/W2963767194","https://openalex.org/W2963797156","https://openalex.org/W2964121744","https://openalex.org/W2976736845","https://openalex.org/W2982300356","https://openalex.org/W3006040295","https://openalex.org/W3101639073","https://openalex.org/W3103943044","https://openalex.org/W4235770099","https://openalex.org/W4250482878","https://openalex.org/W4320013936","https://openalex.org/W6620707391","https://openalex.org/W6631190155","https://openalex.org/W6637242042","https://openalex.org/W6638667902","https://openalex.org/W6639824700","https://openalex.org/W6685352114","https://openalex.org/W6687045409","https://openalex.org/W6692729736","https://openalex.org/W6696428399","https://openalex.org/W6697060382","https://openalex.org/W6735204497","https://openalex.org/W6746282794","https://openalex.org/W6748733227","https://openalex.org/W6757371691"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"An":[0],"increasing":[1],"number":[2],"of":[3,139,152],"studies":[4],"are":[5],"leveraging":[6],"unsupervised":[7],"cross-modality":[8,84,140,159],"synthesis":[9,108],"to":[10,33,58,96,136],"mitigate":[11],"the":[12,45,60,104,116,137,150],"limited":[13],"label":[14],"problem":[15],"in":[16,121,129,155],"training":[17],"medical":[18,160],"image":[19,85,161],"segmentation":[20,142,162],"models.":[21],"They":[22],"typically":[23],"transfer":[24],"ground":[25],"truth":[26],"annotations":[27],"from":[28],"a":[29,34,76,89,98],"label-rich":[30],"imaging":[31,36],"modality":[32],"label-lacking":[35],"modality,":[37],"under":[38],"an":[39],"assumption":[40],"that":[41],"different":[42,94],"modalities":[43,95],"share":[44],"same":[46],"anatomical":[47,111],"structure":[48,112],"information.":[49],"However,":[50],"since":[51],"these":[52],"methods":[53],"commonly":[54],"use":[55],"voxel/pixel-wise":[56],"cycle-consistency":[57],"regularize":[59],"mappings":[61],"between":[62,118],"modalities,":[63],"high-level":[64],"semantic":[65],"information":[66],"is":[67,124],"not":[68],"necessarily":[69],"preserved.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"propose":[75],"novel":[77],"anatomy-regularized":[78],"representation":[79],"learning":[80],"approach":[81],"for":[82],"segmentation-oriented":[83],"synthesis.":[86],"It":[87],"learns":[88],"common":[90],"feature":[91],"encoding":[92],"across":[93],"form":[97],"shared":[99],"latent":[100],"space,":[101],"where":[102],"1)":[103],"input":[105],"and":[106,114,143],"its":[107],"present":[109],"consistent":[110],"information,":[113],"2)":[115],"transformation":[117],"two":[119],"images":[120],"one":[122],"domain":[123],"preserved":[125],"by":[126],"their":[127],"syntheses":[128],"another":[130],"domain.":[131],"We":[132],"applied":[133],"our":[134,153],"method":[135,154],"tasks":[138],"skull":[141],"cardiac":[144],"substructure":[145],"segmentation.":[146],"Experimental":[147],"results":[148],"demonstrate":[149],"superiority":[151],"comparison":[156],"with":[157],"state-of-the-art":[158],"methods.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}