{"id":"https://openalex.org/W4408345816","doi":"https://doi.org/10.1109/icassp49660.2025.10890596","title":"Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation","display_name":"Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408345816","doi":"https://doi.org/10.1109/icassp49660.2025.10890596"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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/A5072640989","display_name":"Ruiyi Li","orcid":"https://orcid.org/0000-0003-1795-2094"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruiyi Li","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101476695","display_name":"Yuting He","orcid":"https://orcid.org/0000-0003-0878-8915"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting He","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064571884","display_name":"Rongjun Ge","orcid":"https://orcid.org/0000-0002-7084-1126"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjun Ge","raw_affiliation_strings":["Southeast University,School of Instrument Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Instrument Science and Engineering,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329436","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0002-0541-2210"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008732858","display_name":"Daoqiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Artificial Intelligence,China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350437","display_name":"Yang Chen","orcid":"https://orcid.org/0000-0002-5660-6349"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100386630","display_name":"Shuo Li","orcid":"https://orcid.org/0000-0002-5184-3230"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuo Li","raw_affiliation_strings":["Case Western Reserve University,Department of Biomedical Engineering,USA"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University,Department of Biomedical Engineering,USA","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072640989"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05009412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9415000081062317,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9164000153541565,"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-vision","display_name":"Computer vision","score":0.7591198682785034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482924461364746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7075440287590027},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6068545579910278},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6003254055976868},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5980277061462402},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5797287821769714},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4556953012943268},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.45514822006225586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07854217290878296},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07542398571968079},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07045775651931763}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7591198682785034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482924461364746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7075440287590027},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6068545579910278},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6003254055976868},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5980277061462402},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5797287821769714},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4556953012943268},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.45514822006225586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07854217290878296},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07542398571968079},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07045775651931763},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2562469482","https://openalex.org/W2895281799","https://openalex.org/W2915232829","https://openalex.org/W2962793481","https://openalex.org/W2963797156","https://openalex.org/W2970140852","https://openalex.org/W2979801810","https://openalex.org/W2985060393","https://openalex.org/W2987385519","https://openalex.org/W3006040295","https://openalex.org/W3034562924","https://openalex.org/W3035260401","https://openalex.org/W3035294798","https://openalex.org/W3095725246","https://openalex.org/W3128821554","https://openalex.org/W3177042871","https://openalex.org/W3180003570","https://openalex.org/W3211694620","https://openalex.org/W3214614989","https://openalex.org/W3217147624","https://openalex.org/W4205307011","https://openalex.org/W4220740909","https://openalex.org/W4223465214","https://openalex.org/W4225869843","https://openalex.org/W4296472228","https://openalex.org/W4297094919","https://openalex.org/W4382468594","https://openalex.org/W4386590694","https://openalex.org/W4387211413","https://openalex.org/W4405489679","https://openalex.org/W6767268582","https://openalex.org/W6784333009","https://openalex.org/W6849433647","https://openalex.org/W6873849708"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W3207760378","https://openalex.org/W1986970529","https://openalex.org/W2562758970","https://openalex.org/W1563178652","https://openalex.org/W4394775207","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1,16,36,83,90],"(DA)":[2],"for":[3,74],"cardiac":[4,92,122,161],"ultrasound":[5,93,123,162],"image":[6],"segmentation":[7,116,141],"is":[8,157],"clinically":[9],"significant":[10],"and":[11,28,51,71,173,178],"valuable.":[12],"However,":[13],"previous":[14],"domain":[15,35,50,76,82,89,120,169],"methods":[17,172,177],"are":[18],"prone":[19],"to":[20,31,44,48,108,114,145,159],"be":[21],"affected":[22],"by":[23],"the":[24,88,106,140,146,167],"incomplete":[25],"pseudo":[26],"label":[27],"low-quality":[29],"target":[30,49,117,147,168],"source":[32],"images.":[33,94],"Human-centric":[34],"has":[37],"great":[38,180],"advantages":[39],"of":[40,63,91,121],"human":[41,65,72,110],"cognitive":[42],"guidance":[43],"help":[45],"model":[46,107],"adapt":[47],"reduce":[52],"reliance":[53],"on":[54],"labels.":[55],"Doctor":[56],"gaze":[57,69,134],"trajectories":[58],"contains":[59],"a":[60],"large":[61],"amount":[62],"cross-domain":[64],"guidance.":[66],"To":[67],"leverage":[68],"information":[70],"cognition":[73,111],"guiding":[75],"adaptation,":[77],"we":[78],"propose":[79],"gaze-assisted":[80],"human-centric":[81],"(GAHCDA),":[84],"which":[85,138],"reliably":[86],"guides":[87],"GAHCDA":[95],"includes":[96],"following":[97],"modules:":[98],"(1)":[99],"Gaze":[100,128],"Augment":[101],"Alignment":[102],"(GAA):":[103],"GAA":[104],"enables":[105],"obtain":[109],"general":[112],"features":[113],"recognize":[115],"in":[118,166,182],"different":[119],"images":[124,163],"like":[125],"humans.":[126],"(2)":[127],"Balance":[129],"Loss":[130],"(GBL):":[131],"GBL":[132],"fused":[133],"heatmap":[135],"with":[136],"outputs":[137],"makes":[139],"result":[142],"structurally":[143],"closer":[144],"domain.":[148],"The":[149],"experimental":[150],"results":[151],"show":[152],"that":[153],"our":[154],"proposed":[155],"framework":[156],"able":[158],"segment":[160],"more":[164],"effectively":[165],"than":[170],"GAN-based":[171],"other":[174],"self-train":[175],"based":[176],"shown":[179],"potential":[181],"clinical":[183],"application.":[184]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
