{"id":"https://openalex.org/W7126046921","doi":"https://doi.org/10.1109/bibm66473.2025.11356952","title":"Desmoke-VIT: A Red Bias-Resistant Approach to Unpaired Laparoscopic Smoke Removal","display_name":"Desmoke-VIT: A Red Bias-Resistant Approach to Unpaired Laparoscopic Smoke Removal","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126046921","doi":"https://doi.org/10.1109/bibm66473.2025.11356952"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5124218105","display_name":"Jiangfeng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiangfeng Li","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124285110","display_name":"Yifan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Li","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113654166","display_name":"Hegao Cai","orcid":"https://orcid.org/0009-0004-1853-4665"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hejing Cai","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhiwen Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Cao","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374850","display_name":"Shijie Wang","orcid":"https://orcid.org/0000-0002-7990-4883"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Wang","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606442","display_name":"Hailong Liu","orcid":"https://orcid.org/0000-0002-6181-2577"},"institutions":[{"id":"https://openalex.org/I4210166402","display_name":"Yangpu Hospital of Tongji University","ror":"https://ror.org/05cqn9380","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166402"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Liu","raw_affiliation_strings":["School of Medicine, Tongji University,Yangpu Hospital,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Tongji University,Yangpu Hospital,Shanghai,China","institution_ids":["https://openalex.org/I4210166402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124260268","display_name":"Cui Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166402","display_name":"Yangpu Hospital of Tongji University","ror":"https://ror.org/05cqn9380","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166402"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cui Tang","raw_affiliation_strings":["School of Medicine, Tongji University,Yangpu Hospital,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Tongji University,Yangpu Hospital,Shanghai,China","institution_ids":["https://openalex.org/I4210166402"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124237626","display_name":"Ye Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Luo","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5124218105"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69060846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2441","last_page":"2448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.36160001158714294,"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/T11019","display_name":"Image Enhancement Techniques","score":0.36160001158714294,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.31189998984336853,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11296","display_name":"COVID-19 and healthcare impacts","score":0.14810000360012054,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/smoke","display_name":"Smoke","score":0.698199987411499},{"id":"https://openalex.org/keywords/surgical-robot","display_name":"Surgical robot","score":0.4422999918460846},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3862999975681305},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.3711000084877014},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.3190999925136566},{"id":"https://openalex.org/keywords/laparoscopic-surgery","display_name":"Laparoscopic surgery","score":0.30489999055862427}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.698199987411499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4465000033378601},{"id":"https://openalex.org/C3017684034","wikidata":"https://www.wikidata.org/wiki/Q942348","display_name":"Surgical robot","level":3,"score":0.4422999918460846},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3862999975681305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3822000026702881},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3190999925136566},{"id":"https://openalex.org/C2776111594","wikidata":"https://www.wikidata.org/wiki/Q675754","display_name":"Laparoscopic surgery","level":3,"score":0.30489999055862427},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C3019611579","wikidata":"https://www.wikidata.org/wiki/Q6641956","display_name":"Surgical procedures","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.29019999504089355},{"id":"https://openalex.org/C2780047204","wikidata":"https://www.wikidata.org/wiki/Q675754","display_name":"Laparoscopy","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27300000190734863},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.26750001311302185},{"id":"https://openalex.org/C3019477240","wikidata":"https://www.wikidata.org/wiki/Q1755504","display_name":"Invasive surgery","level":2,"score":0.2644999921321869}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8323678970336914,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G8348319223","display_name":null,"funder_award_id":"2025-1-ZD-02","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G929562440","display_name":null,"funder_award_id":"62276189","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1552073401","https://openalex.org/W2092264651","https://openalex.org/W2102166818","https://openalex.org/W2266464013","https://openalex.org/W2752805763","https://openalex.org/W2962793481","https://openalex.org/W2963074253","https://openalex.org/W2983930747","https://openalex.org/W3043475030","https://openalex.org/W3089831287","https://openalex.org/W3098246344","https://openalex.org/W3108316907","https://openalex.org/W3126590544","https://openalex.org/W3195517761","https://openalex.org/W4200246298","https://openalex.org/W4200288432","https://openalex.org/W4220997012","https://openalex.org/W4304782238","https://openalex.org/W4306313958","https://openalex.org/W4307511335","https://openalex.org/W4312510915","https://openalex.org/W4317715935","https://openalex.org/W4379378756","https://openalex.org/W4389060581","https://openalex.org/W4390357365","https://openalex.org/W4392458597","https://openalex.org/W4399361893","https://openalex.org/W4402352562","https://openalex.org/W4403048615","https://openalex.org/W4403072311","https://openalex.org/W4404003285","https://openalex.org/W4404317678","https://openalex.org/W4408521437"],"related_works":[],"abstract_inverted_index":{"Robot":[0],"Assisted":[1],"Surgery":[2],"(RAS)":[3],"has":[4,37],"seen":[5],"rapid":[6],"advancements,":[7],"enhancing":[8],"precision":[9],"while":[10,135,155],"reducing":[11],"invasiveness":[12],"and":[13,104,113,162],"improving":[14],"patient":[15],"outcomes.":[16],"However,":[17],"smoke":[18,35,44,60,82,151],"generated":[19],"during":[20],"procedures":[21],"obstructs":[22],"the":[23,64,67,97,138],"surgical":[24,32,153,165],"field,":[25],"posing":[26],"a":[27,78,143],"significant":[28],"challenge.":[29],"Among":[30],"various":[31],"scenarios,":[33],"laparoscopic":[34,54],"removal":[36,83],"made":[38],"some":[39],"progress,":[40],"demonstrating":[41],"handling":[42],"of":[43,66],"distribution.":[45],"Nevertheless,":[46],"existing":[47],"approaches":[48],"demonstrate":[49,120],"limited":[50],"efficacy":[51],"in":[52,58,63],"addressing":[53],"images,":[55],"often":[56],"resulting":[57],"incomplete":[59],"removal,":[61],"particularly":[62],"presence":[65],"red":[68],"bias":[69],"phenomenon.":[70],"To":[71],"address":[72],"these":[73,132],"issues,":[74],"we":[75],"propose":[76],"Desmoke-VIT,":[77],"novel":[79],"method":[80],"for":[81,100],"that":[84,121],"leverages":[85],"attention":[86],"mechanisms":[87],"to":[88,109],"capture":[89],"intricate":[90],"image":[91],"features.":[92],"Our":[93,129,167],"approach":[94],"builds":[95],"upon":[96],"CycleGAN":[98],"framework":[99],"unpaired":[101],"image-toimage":[102],"translation":[103],"incorporates":[105],"Vision":[106],"Transformer":[107],"modules":[108],"enhance":[110],"feature":[111],"representation":[112],"extraction.":[114],"Comprehensive":[115],"evaluations":[116],"on":[117],"related":[118],"datasets":[119],"Desmoke-VIT":[122],"achieves":[123],"state-of-the-art":[124],"performance":[125],"across":[126],"automated":[127],"metrics.":[128],"model":[130,148],"attains":[131],"exceptional":[133],"results":[134],"operating":[136],"with":[137],"fewest":[139],"parameters.":[140],"By":[141],"utilizing":[142],"style":[144],"transfer":[145],"paradigm,":[146],"our":[147],"effectively":[149],"removes":[150],"from":[152],"images":[154],"preserving":[156],"critical":[157],"visual":[158],"details,":[159],"enabling":[160],"clearer":[161],"more":[163],"reliable":[164],"imagery.":[166],"implementation":[168],"is":[169],"available":[170],"at":[171],"link.":[172]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-30T00:00:00"}
