{"id":"https://openalex.org/W4409128674","doi":"https://doi.org/10.1109/lsp.2025.3557754","title":"Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis","display_name":"Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409128674","doi":"https://doi.org/10.1109/lsp.2025.3557754"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2025.3557754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2025.3557754","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075715554","display_name":"Haeyun Lee","orcid":"https://orcid.org/0000-0002-7572-1705"},"institutions":[{"id":"https://openalex.org/I35886859","display_name":"Korea University of Technology and Education","ror":"https://ror.org/053nycv62","country_code":"KR","type":"education","lineage":["https://openalex.org/I35886859"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Haeyun Lee","raw_affiliation_strings":["School of Computer Science and Engineering, Korea University of Technology & Education, Cheonan, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Korea University of Technology & Education, Cheonan, South Korea","institution_ids":["https://openalex.org/I35886859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073967953","display_name":"Kyungsu Lee","orcid":"https://orcid.org/0009-0000-7223-0903"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyungsu Lee","raw_affiliation_strings":["Department of Computer Science & Artificial Intelligence, Jeonbuk National University, Jeonju, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Artificial Intelligence, Jeonbuk National University, Jeonju, South Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002351215","display_name":"Jong Pil Yoon","orcid":"https://orcid.org/0000-0001-6446-6254"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Pil Yoon","raw_affiliation_strings":["Department of Orthopedic Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea","Department of Orthopedic Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Orthopedic Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]},{"raw_affiliation_string":"Department of Orthopedic Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073202090","display_name":"Jihun Kim","orcid":"https://orcid.org/0000-0003-4856-6305"},"institutions":[{"id":"https://openalex.org/I204954614","display_name":"Kangnam University","ror":"https://ror.org/00ea13906","country_code":"KR","type":"education","lineage":["https://openalex.org/I204954614"]},{"id":"https://openalex.org/I39705031","display_name":"Daegu Catholic University","ror":"https://ror.org/04fxknd68","country_code":"KR","type":"education","lineage":["https://openalex.org/I39705031"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihun Kim","raw_affiliation_strings":["Department of Orthopedic Surgery, School of Medicine, Catholic University of Daegu, Daegu, South Korea","Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, South Korea","Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Orthopedic Surgery, School of Medicine, Catholic University of Daegu, Daegu, South Korea","institution_ids":["https://openalex.org/I39705031"]},{"raw_affiliation_string":"Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I204954614"]},{"raw_affiliation_string":"Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, Republic of Korea","institution_ids":["https://openalex.org/I204954614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100383373","display_name":"Jun-Young Kim","orcid":"https://orcid.org/0000-0003-4700-3041"},"institutions":[{"id":"https://openalex.org/I204954614","display_name":"Kangnam University","ror":"https://ror.org/00ea13906","country_code":"KR","type":"education","lineage":["https://openalex.org/I204954614"]},{"id":"https://openalex.org/I39705031","display_name":"Daegu Catholic University","ror":"https://ror.org/04fxknd68","country_code":"KR","type":"education","lineage":["https://openalex.org/I39705031"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jun-Young Kim","raw_affiliation_strings":["Department of Orthopedic Surgery, School of Medicine, Catholic University of Daegu, Daegu, South Korea","Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Orthopedic Surgery, School of Medicine, Catholic University of Daegu, Daegu, South Korea","institution_ids":["https://openalex.org/I39705031"]},{"raw_affiliation_string":"Division of Electronic and Semiconductor Engineering, Major in Electronic Engineering, Kangnam University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I204954614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075715554"],"corresponding_institution_ids":["https://openalex.org/I35886859"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11831706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"1635","last_page":"1639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10280","display_name":"Shoulder Injury and Treatment","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10280","display_name":"Shoulder Injury and Treatment","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T13928","display_name":"Advanced Sensor Technologies Research","score":0.9004999995231628,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5909700989723206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49767258763313293},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.49630361795425415},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.480704128742218},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46893763542175293},{"id":"https://openalex.org/keywords/rotator-cuff","display_name":"Rotator cuff","score":0.42677274346351624},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.41452062129974365},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39185628294944763},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2488105297088623},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.20753076672554016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5909700989723206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49767258763313293},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.49630361795425415},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.480704128742218},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46893763542175293},{"id":"https://openalex.org/C2776511800","wikidata":"https://www.wikidata.org/wiki/Q1764136","display_name":"Rotator cuff","level":2,"score":0.42677274346351624},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.41452062129974365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39185628294944763},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2488105297088623},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.20753076672554016},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2025.3557754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2025.3557754","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1985806826","https://openalex.org/W2097494402","https://openalex.org/W2102166818","https://openalex.org/W2104613587","https://openalex.org/W2108149355","https://openalex.org/W2108598243","https://openalex.org/W2108933058","https://openalex.org/W2146008177","https://openalex.org/W2157494358","https://openalex.org/W2606064788","https://openalex.org/W2903162342","https://openalex.org/W2915978614","https://openalex.org/W2963704386","https://openalex.org/W2990963722","https://openalex.org/W3019894155","https://openalex.org/W3124580379","https://openalex.org/W3139017943","https://openalex.org/W3205574274","https://openalex.org/W3213893025","https://openalex.org/W4287888557","https://openalex.org/W4312938066","https://openalex.org/W4376872660","https://openalex.org/W6637373629","https://openalex.org/W6677919164","https://openalex.org/W6746466744","https://openalex.org/W6870839691"],"related_works":["https://openalex.org/W2162250285","https://openalex.org/W2326878603","https://openalex.org/W2404185051","https://openalex.org/W1964636504","https://openalex.org/W3210399862","https://openalex.org/W627294955","https://openalex.org/W2949816130","https://openalex.org/W2138806349","https://openalex.org/W4362679294","https://openalex.org/W4375869153"],"abstract_inverted_index":{"Medical":[0],"ultrasound":[1,61,72,105,117],"imaging":[2],"is":[3,40],"a":[4,76,81],"key":[5],"diagnostic":[6],"tool":[7],"across":[8],"various":[9],"fields,":[10],"with":[11,56],"computer-aided":[12],"diagnosis":[13],"systems":[14],"benefiting":[15],"from":[16,94],"advances":[17],"in":[18,132],"deep":[19],"learning.":[20],"However,":[21],"its":[22],"lower":[23],"resolution":[24],"and":[25,37,48,80,99],"artifacts":[26],"pose":[27],"challenges,":[28],"particularly":[29],"for":[30,84,109],"non-specialists.":[31],"The":[32,90],"simultaneous":[33],"acquisition":[34],"of":[35,60],"degraded":[36],"high-quality":[38],"images":[39],"infeasible,":[41],"limiting":[42],"supervised":[43],"learning":[44,78,102],"approaches.":[45],"Additionally,":[46],"self-supervised":[47,77,101],"zero-shot":[49],"methods":[50,125],"require":[51],"extensive":[52],"processing":[53],"time,":[54],"conflicting":[55],"the":[57,66,133],"real-time":[58,71],"demands":[59],"imaging.":[62],"Therefore,":[63],"to":[64,122],"address":[65],"aforementioned":[67],"issues,":[68],"we":[69],"propose":[70],"image":[73,97,106,118],"enhancement":[74,119],"via":[75],"technique":[79],"test-time":[82],"adaptation":[83],"sophisticated":[85],"rotational":[86],"cuff":[87],"tear":[88],"diagnosis.":[89],"proposed":[91],"approach":[92,112],"learns":[93],"other":[95,123],"domain":[96],"datasets":[98],"performs":[100],"on":[103],"an":[104,129],"during":[107],"inference":[108],"enhancement.":[110],"Our":[111],"not":[113],"only":[114],"demonstrated":[115],"superior":[116],"performance":[120],"compared":[121],"state-of-the-art":[124],"but":[126],"also":[127],"achieved":[128],"18%":[130],"improvement":[131],"RCT":[134],"segmentation":[135],"performance.":[136]},"counts_by_year":[],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}