{"id":"https://openalex.org/W4401749801","doi":"https://doi.org/10.1109/isbi56570.2024.10635903","title":"RPL-SFDA: Reliable Pseudo Label-Guided Source-Free Cross-Modality Adaptation for NPC GTV Segmentation","display_name":"RPL-SFDA: Reliable Pseudo Label-Guided Source-Free Cross-Modality Adaptation for NPC GTV Segmentation","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749801","doi":"https://doi.org/10.1109/isbi56570.2024.10635903"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5101615073","display_name":"Xinya Liu","orcid":"https://orcid.org/0000-0002-9714-4566"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinya Liu","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054191914","display_name":"Jianghao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianghao Wu","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054311081","display_name":"Xiangde Luo","orcid":"https://orcid.org/0000-0001-8574-0005"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangde Luo","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083648249","display_name":"Wenjun Liao","orcid":"https://orcid.org/0000-0001-9186-8312"},"institutions":[{"id":"https://openalex.org/I4210118556","display_name":"Sichuan Cancer Hospital","ror":"https://ror.org/029wq9x81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118556"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Liao","raw_affiliation_strings":["University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China","institution_ids":["https://openalex.org/I4210118556","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015311773","display_name":"Shichuan Zhang","orcid":"https://orcid.org/0000-0001-7688-6870"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210118556","display_name":"Sichuan Cancer Hospital","ror":"https://ror.org/029wq9x81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118556"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shichuan Zhang","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China","institution_ids":["https://openalex.org/I4210118556","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066553616","display_name":"Shaoting Zhang","orcid":"https://orcid.org/0000-0002-8719-448X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210118556","display_name":"Sichuan Cancer Hospital","ror":"https://ror.org/029wq9x81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118556"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoting Zhang","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China,Sichuan Cancer Hospital &#x0026; Institute, Sichuan Cancer Center, School of Medicine,Department of Radiation Oncology,Chengdu,China","institution_ids":["https://openalex.org/I4210118556","https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029722566","display_name":"Guotai Wang","orcid":"https://orcid.org/0000-0002-8632-158X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guotai Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Mechanical and Electrical Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101615073"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.7502,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71757079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9355000257492065,"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":0.9355000257492065,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9187999963760376,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11948","display_name":"Machine Learning in Materials Science","score":0.9107000231742859,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6252347826957703},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5747840404510498},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5406410694122314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5168960094451904},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3906862735748291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3838596045970917},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.332697331905365},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29301416873931885},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.255048930644989},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22939559817314148}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6252347826957703},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5747840404510498},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5406410694122314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5168960094451904},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3906862735748291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3838596045970917},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.332697331905365},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29301416873931885},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.255048930644989},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22939559817314148}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W3004967630","https://openalex.org/W3036825277","https://openalex.org/W3175770036","https://openalex.org/W3204220269","https://openalex.org/W4205696267","https://openalex.org/W4224993375","https://openalex.org/W4226081887","https://openalex.org/W4295940465","https://openalex.org/W4312465577","https://openalex.org/W4312897837","https://openalex.org/W4317567329","https://openalex.org/W4319444096","https://openalex.org/W4384701286","https://openalex.org/W4386352749","https://openalex.org/W4386952174","https://openalex.org/W6780128236","https://openalex.org/W6780178746","https://openalex.org/W6788125050"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2997567050","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2377397762","https://openalex.org/W2793967660"],"abstract_inverted_index":{"Deep":[0],"neural":[1],"networks":[2],"have":[3],"shown":[4],"promising":[5],"performance":[6],"for":[7,83],"automatic":[8],"segmentation":[9],"of":[10,15,69],"Gross":[11],"Tumor":[12],"Volume":[13],"(GTV)":[14],"Nasopharyngeal":[16],"Carcinoma":[17],"(NPC).":[18],"However,":[19],"models":[20],"trained":[21],"with":[22,38,42,89],"images":[23],"from":[24],"a":[25,62,151],"source":[26,63],"domain":[27,44,54,133],"often":[28],"underperform":[29],"when":[30],"deployed":[31],"to":[32,56,65,74,159],"new":[33],"clinical":[34],"centers,":[35],"especially":[36],"those":[37],"different":[39,70,172],"imaging":[40],"modalities":[41,71,174],"large":[43],"shifts.":[45],"In":[46],"this":[47,58],"paper,":[48],"we":[49],"focus":[50],"on":[51,105,121,150],"source-free":[52,186],"cross-modality":[53,85,152,187],"adaptation":[55,188],"address":[57],"challenge":[59],"by":[60,139,145,175],"adapting":[61],"model":[64,136],"unlabeled":[66,131],"target":[67,132,173],"domains":[68],"without":[72],"access":[73],"the":[75,130,135,160,166],"source-domain":[76],"data.":[77],"We":[78],"propose":[79],"Reliable":[80],"Pseudo":[81],"Labels":[82],"Source-Free":[84],"Domain":[86],"Adaptation":[87],"(RPL-SFDA)":[88],"three":[90],"key":[91],"components:":[92],"1)":[93],"A":[94,109],"target-domain":[95],"pseudo":[96,111,118,141],"label":[97,112],"generation":[98],"module":[99,114],"using":[100],"test-time":[101],"intensity":[102],"augmentation":[103],"based":[104,120],"B\u00e9zier":[106],"Curves;":[107],"2)":[108],"reliable":[110,140],"selection":[113],"that":[115],"rejects":[116],"low-quality":[117],"labels":[119,142],"uncertainty;":[122],"and":[123,143,177],"3)":[124],"An":[125],"uncertainty-guided":[126],"training":[127],"procedure":[128],"in":[129,170],"where":[134],"is":[137],"supervised":[138],"regularized":[144],"entropy":[146],"minimization.":[147],"Experimental":[148],"results":[149],"NPC":[153],"MRI":[154],"dataset":[155],"demonstrate":[156],"that,":[157],"compared":[158],"baseline,":[161],"our":[162],"method":[163],"significantly":[164],"improved":[165],"average":[167],"Dice":[168],"scores":[169],"two":[171],"5.95":[176],"6.48":[178],"percentage":[179],"points,":[180],"respectively.":[181],"Furthermore,":[182],"it":[183],"outperformed":[184],"existing":[185],"methods.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
