{"id":"https://openalex.org/W4403095455","doi":"https://doi.org/10.1109/tmi.2024.3472672","title":"Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation With Task Prompt and Anatomical Prior","display_name":"Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation With Task Prompt and Anatomical Prior","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4403095455","doi":"https://doi.org/10.1109/tmi.2024.3472672","pmid":"https://pubmed.ncbi.nlm.nih.gov/39361457"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3472672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3472672","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/A5044475866","display_name":"Haobo Chen","orcid":"https://orcid.org/0000-0002-5378-2697"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haobo Chen","raw_affiliation_strings":["Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709584","display_name":"Yehua Cai","orcid":"https://orcid.org/0000-0001-5309-5355"},"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/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yehua Cai","raw_affiliation_strings":["Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210159575","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115695044","display_name":"Changyan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyan Wang","raw_affiliation_strings":["Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443762","display_name":"Lin Chen","orcid":"https://orcid.org/0000-0002-7145-7564"},"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/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Chen","raw_affiliation_strings":["Department of Ultrasound, Huadong Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Huadong Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210099446","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335331","display_name":"Bo Zhang","orcid":"https://orcid.org/0000-0002-8577-8203"},"institutions":[{"id":"https://openalex.org/I4210128175","display_name":"Shanghai East Hospital","ror":"https://ror.org/038xmzj21","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128175"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Zhang","raw_affiliation_strings":["Department of Ultrasound in Medicine, East Hospital, Tongji University School of Medicine, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound in Medicine, East Hospital, Tongji University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210128175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688272","display_name":"Hong Han","orcid":"https://orcid.org/0000-0003-4355-0937"},"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/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Han","raw_affiliation_strings":["Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210127074","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091547772","display_name":"Yuqing Guo","orcid":"https://orcid.org/0000-0002-2989-3178"},"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/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Guo","raw_affiliation_strings":["Department of Ultrasound, Huadong Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Huadong Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210099446","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088961129","display_name":"Hong Ding","orcid":"https://orcid.org/0000-0002-9998-0904"},"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/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Ding","raw_affiliation_strings":["Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-9998-0904","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210159575","https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100348829","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-7041-643X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7041-643X","affiliations":[{"raw_affiliation_string":"Smart Medicine and AI-Based Radiology Technology (SMART) Laboratory, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Communication and Information Engineering, SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9807,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92872932,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"44","issue":"2","first_page":"1005","last_page":"1018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.934499979019165,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.934499979019165,"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":0.625126838684082},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6234966516494751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6029884219169617},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5719767212867737},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.551618754863739},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5148436427116394},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5049687027931213},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.43146488070487976},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.41651037335395813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08690628409385681}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.625126838684082},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6234966516494751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6029884219169617},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5719767212867737},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.551618754863739},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5148436427116394},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5049687027931213},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.43146488070487976},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.41651037335395813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08690628409385681},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000465","descriptor_name":"Algorithms","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3472672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3472672","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:39361457","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39361457","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":[],"awards":[{"id":"https://openalex.org/G3322033200","display_name":null,"funder_award_id":"82272017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G492253519","display_name":null,"funder_award_id":"62071285","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2027685755","https://openalex.org/W2058074226","https://openalex.org/W2194775991","https://openalex.org/W2884436604","https://openalex.org/W2888303187","https://openalex.org/W2911489562","https://openalex.org/W2971013993","https://openalex.org/W2990562462","https://openalex.org/W2991372685","https://openalex.org/W3014974815","https://openalex.org/W3035367255","https://openalex.org/W3136424010","https://openalex.org/W3138516171","https://openalex.org/W3163944191","https://openalex.org/W3176031707","https://openalex.org/W3188585693","https://openalex.org/W3203330632","https://openalex.org/W3204245437","https://openalex.org/W3204257490","https://openalex.org/W3212933375","https://openalex.org/W4221153690","https://openalex.org/W4224082478","https://openalex.org/W4283754248","https://openalex.org/W4286744416","https://openalex.org/W4294156889","https://openalex.org/W4297094423","https://openalex.org/W4306194578","https://openalex.org/W4311968348","https://openalex.org/W4312820606","https://openalex.org/W4321232185","https://openalex.org/W4323767232","https://openalex.org/W4379284227","https://openalex.org/W4383904219","https://openalex.org/W4387211144","https://openalex.org/W4387623694","https://openalex.org/W4389430914","https://openalex.org/W4390873519","https://openalex.org/W4390874575","https://openalex.org/W4390889814","https://openalex.org/W4393159543","https://openalex.org/W4396936305","https://openalex.org/W4400904844","https://openalex.org/W6762718338","https://openalex.org/W6790275670","https://openalex.org/W6798837711","https://openalex.org/W6845198207","https://openalex.org/W6855205790","https://openalex.org/W6855838334","https://openalex.org/W6857180592"],"related_works":["https://openalex.org/W2381393187","https://openalex.org/W2332779545","https://openalex.org/W2358060160","https://openalex.org/W2035483685","https://openalex.org/W1969764885","https://openalex.org/W596947562","https://openalex.org/W2793937822","https://openalex.org/W1522196789","https://openalex.org/W4379141755","https://openalex.org/W4367060753"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,35,114,135,190,201],"of":[2,26,32,53,126,146,169,199,212],"ultrasound":[3],"(US)":[4],"images":[5,28,139,193,211],"with":[6,134,181],"deep":[7],"learning":[8],"has":[9,150],"played":[10],"a":[11,40,196],"crucial":[12],"role":[13],"in":[14,167,187],"computer-aided":[15],"disease":[16],"screening,":[17],"diagnosis":[18],"and":[19,29,44,89,155,176,206],"prognosis.":[20],"However,":[21],"due":[22],"to":[23,84,109,122,153],"the":[24,62,86,104,117,124,127,147,162,170],"scarcity":[25,88],"US":[27,69,101,132,192,210],"small":[30],"field":[31],"view,":[33],"resulting":[34],"models":[36],"are":[37],"tailored":[38],"for":[39,67,113,191],"specific":[41],"single":[42],"organ":[43],"may":[45],"lack":[46],"robustness,":[47],"overlooking":[48],"correlations":[49,91],"among":[50],"anatomical":[51,82,118,128,207],"structures":[52],"multiple":[54,78,93,213],"organs.":[55,94,214],"To":[56],"address":[57],"these":[58],"challenges,":[59],"we":[60],"propose":[61],"Multi-Organ":[63],"FOundation":[64],"(MOFO)":[65],"model":[66],"universal":[68,189],"image":[70],"segmentation.":[71],"The":[72,95],"MOFO":[73,96,163],"is":[74,107,120],"optimized":[75],"jointly":[76],"from":[77,100,140],"organs":[79,142],"across":[80,143],"various":[81,144],"regions":[83,145],"overcome":[85],"data":[87],"explore":[90],"between":[92],"extracts":[97],"organ-invariant":[98],"representations":[99,112],"images.":[102],"Simultaneously,":[103],"task":[105],"prompt":[106],"employed":[108],"refine":[110],"organ-specific":[111],"predictions.":[115],"Moreover,":[116],"prior":[119],"incorporated":[121],"enhance":[123],"consistency":[125],"structures.":[129],"A":[130],"multi-organ":[131,188],"database":[133],"labels,":[136],"comprising":[137],"7039":[138],"10":[141],"human":[148],"body,":[149],"been":[151],"established":[152],"develop":[154],"evaluate":[156],"our":[157],"model.":[158],"Results":[159],"demonstrate":[160],"that":[161],"outperforms":[164],"single-organ":[165],"methods":[166],"terms":[168],"Dice":[171],"coefficient,":[172],"95%":[173],"Hausdorff":[174],"distance":[175,180],"average":[177],"symmetric":[178],"surface":[179],"statistically":[182],"sufficient":[183],"margins.":[184],"Our":[185],"experiments":[186],"serve":[194],"as":[195],"pioneering":[197],"exploration":[198],"improving":[200],"performance":[202],"by":[203],"leveraging":[204],"semantic":[205],"relationships":[208],"within":[209]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
