{"id":"https://openalex.org/W4407316270","doi":"https://doi.org/10.1109/jbhi.2025.3540306","title":"MediViSTA: Medical Video Segmentation Via Temporal Fusion SAM Adaptation for Echocardiography","display_name":"MediViSTA: Medical Video Segmentation Via Temporal Fusion SAM Adaptation for Echocardiography","publication_year":2025,"publication_date":"2025-02-10","ids":{"openalex":"https://openalex.org/W4407316270","doi":"https://doi.org/10.1109/jbhi.2025.3540306","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031601"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3540306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3540306","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5039427724","display_name":"Sekeun Kim","orcid":"https://orcid.org/0000-0003-4196-6242"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sekeun Kim","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4196-6242","affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101538505","display_name":"Pengfei Jin","orcid":"https://orcid.org/0000-0002-0310-4433"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengfei Jin","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420556","display_name":"Cheng Chen","orcid":"https://orcid.org/0000-0002-6040-6833"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Chen","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112753675","display_name":"Kyungsang Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyungsang Kim","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9860-072X","affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049649791","display_name":"Zhiliang Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiliang Lyu","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646840","display_name":"Hui Ren","orcid":"https://orcid.org/0000-0003-0710-231X"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Ren","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430150","display_name":"Sunghwan Kim","orcid":"https://orcid.org/0000-0002-0442-7795"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunghwan Kim","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101505879","display_name":"Zhengliang Liu","orcid":"https://orcid.org/0000-0001-7061-6714"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengliang Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of Computing, The University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7061-6714","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of Computing, The University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074448454","display_name":"Aoxiao Zhong","orcid":"https://orcid.org/0000-0002-7584-5476"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aoxiao Zhong","raw_affiliation_strings":["Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of Computing, The University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8132-9048","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of Computing, The University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331094","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-9851-6376"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9851-6376","affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058429770","display_name":"Quanzheng Li","orcid":"https://orcid.org/0000-0002-9651-5820"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quanzheng Li","raw_affiliation_strings":["Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9651-5820","affiliations":[{"raw_affiliation_string":"Center of Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5039427724"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"],"apc_list":null,"apc_paid":null,"fwci":8.3876,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97559862,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"29","issue":"12","first_page":"8954","last_page":"8964"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9560999870300293,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9560999870300293,"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":0.6634485721588135},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6101910471916199},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6045993566513062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5402476787567139},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.46642833948135376},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4530368745326996},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3713427782058716},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3321107029914856},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.33058518171310425},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31519949436187744},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09740647673606873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634485721588135},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6101910471916199},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6045993566513062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5402476787567139},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.46642833948135376},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4530368745326996},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3713427782058716},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3321107029914856},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.33058518171310425},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31519949436187744},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09740647673606873},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"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":"D004452","descriptor_name":"Echocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3540306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3540306","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40031601","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031601","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3732482232","display_name":null,"funder_award_id":"R01HL159183","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2026616100","https://openalex.org/W2126777570","https://openalex.org/W2805774470","https://openalex.org/W2899487182","https://openalex.org/W2915232829","https://openalex.org/W2970231061","https://openalex.org/W2990205821","https://openalex.org/W2996290406","https://openalex.org/W3013692475","https://openalex.org/W3036107862","https://openalex.org/W3126721948","https://openalex.org/W3200379731","https://openalex.org/W4212875960","https://openalex.org/W4229447846","https://openalex.org/W4249896096","https://openalex.org/W4312428231","https://openalex.org/W4382463911","https://openalex.org/W4390872556","https://openalex.org/W4390873795","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4391213590","https://openalex.org/W4391232927","https://openalex.org/W4391465094","https://openalex.org/W4393148046","https://openalex.org/W4393642110","https://openalex.org/W4401751609","https://openalex.org/W4402716174","https://openalex.org/W4408634392"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W4367060753","https://openalex.org/W4379141755","https://openalex.org/W2050807133","https://openalex.org/W1985504019","https://openalex.org/W3086104399","https://openalex.org/W328486336","https://openalex.org/W1995688399","https://openalex.org/W2042967125","https://openalex.org/W2443196326"],"abstract_inverted_index":{"Despite":[0],"achieving":[1],"impressive":[2],"results":[3,202],"in":[4,25,194,198,219],"general-purpose":[5],"semantic":[6],"segmentation":[7],"with":[8,85],"strong":[9,182],"generalization":[10,183],"on":[11,89,155,185],"natural":[12,39],"images,":[13],"the":[14,31,78,120,124,189,204],"Segment":[15],"Anything":[16],"Model":[17],"(SAM)":[18],"has":[19,151],"shown":[20],"less":[21],"precision":[22],"and":[23,41,162,196,217],"stability":[24],"medical":[26,55,83],"image":[27,125],"segmentation.":[28,91],"In":[29,65],"particular,":[30],"original":[32],"SAM":[33],"architecture":[34],"is":[35,42,51,138],"designed":[36,75],"for":[37,54,82],"2D":[38],"images":[40],"therefore":[43],"not":[44],"support":[45],"to":[46,76,143,208],"handle":[47],"three-dimensional":[48],"information,":[49],"which":[50],"particularly":[52],"important":[53],"imaging":[56],"modalities":[57],"that":[58,103],"are":[59],"often":[60],"volumetric":[61],"or":[62],"video":[63,212],"data.":[64,145],"this":[66],"paper,":[67],"we":[68,96,115],"introduce":[69],"MediViSTA,":[70],"a":[71,86,98,109,128,132],"parameter-efficient":[72],"fine-tuning":[73,129],"method":[74,150,168],"adapt":[77],"vision":[79],"foundation":[80],"model":[81,180],"video,":[84],"specific":[87],"focus":[88],"echocardiography":[90,144,211],"To":[92],"achieve":[93],"spatial":[94,105],"adaptation,":[95,114],"propose":[97],"frequency":[99,106],"feature":[100],"fusion":[101],"technique":[102],"injects":[104],"information":[107],"from":[108],"CNN":[110],"branch.":[111],"For":[112],"temporal":[113,117,199],"integrate":[116],"adapters":[118],"within":[119],"transformer":[121],"blocks":[122],"of":[123,135,148,206],"encoder.":[126],"Using":[127],"strategy,":[130],"only":[131],"small":[133],"subset":[134],"pre-trained":[136],"parameters":[137],"updated,":[139],"allowing":[140],"efficient":[141],"adaptation":[142],"The":[146,201],"effectiveness":[147],"our":[149,179],"been":[152],"comprehensively":[153],"evaluated":[154],"three":[156],"datasets,":[157,187],"comprising":[158],"two":[159],"public":[160],"datasets":[161],"one":[163],"multi-center":[164],"in-house":[165],"dataset.":[166],"Our":[167],"consistently":[169],"outperforms":[170],"various":[171],"state-of-the-art":[172],"approaches":[173],"without":[174],"using":[175],"any":[176],"prompts.":[177],"Furthermore,":[178],"exhibits":[181],"capabilities":[184],"unseen":[186],"surpassing":[188],"second-best":[190],"approach":[191],"by":[192],"2.15%":[193],"Dice":[195],"0.09":[197],"consistency.":[200],"demonstrate":[203],"potential":[205],"MediViSTA":[207],"significantly":[209],"advance":[210],"segmentation,":[213],"offering":[214],"improved":[215],"accuracy":[216],"robustness":[218],"cardiac":[220],"assessment":[221],"applications.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}