{"id":"https://openalex.org/W4411948899","doi":"https://doi.org/10.1109/tmi.2025.3584641","title":"In Vivo Laparoscopic Image De-Smoking Dataset, Evaluation, and Beyond","display_name":"In Vivo Laparoscopic Image De-Smoking Dataset, Evaluation, and Beyond","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W4411948899","doi":"https://doi.org/10.1109/tmi.2025.3584641","pmid":"https://pubmed.ncbi.nlm.nih.gov/40601460"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2025.3584641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3584641","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","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/A5047230155","display_name":"Wenyao Xia","orcid":"https://orcid.org/0000-0003-1844-4761"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wenyao Xia","raw_affiliation_strings":["Robarts Research Institute, Western University, London, ON, Canada","Robarts Research Institute, Western University, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1844-4761","affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]},{"raw_affiliation_string":"Robarts Research Institute, Western University, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063193089","display_name":"T.M. Peters","orcid":"https://orcid.org/0000-0003-1440-7488"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Terry M. Peters","raw_affiliation_strings":["Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, Canada","Department of Medical Biophysics/Robarts Research Institute, Western University, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1440-7488","affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Medical Biophysics/Robarts Research Institute, Western University, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021185484","display_name":"Victoria Y. Fan","orcid":"https://orcid.org/0000-0001-7755-9425"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Victoria Fan","raw_affiliation_strings":["Mechatronics Engineering Department, University of Waterloo, Waterloo, ON, Canada","Mechatronics Engineering Department, University of Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechatronics Engineering Department, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Mechatronics Engineering Department, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118791797","display_name":"Hamsini Sthanunathan","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamsini Sthanunathan","raw_affiliation_strings":["Robarts Research Institute, Western University, London, ON, Canada","Robarts Research Institute, Western University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]},{"raw_affiliation_string":"Robarts Research Institute, Western University, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116270915","display_name":"Olivia Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Olivia Qi","raw_affiliation_strings":["Robarts Research Institute, Western University, London, ON, Canada","Robarts Research Institute, Western University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]},{"raw_affiliation_string":"Robarts Research Institute, Western University, Canada","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064673286","display_name":"Elvis C. S. Chen","orcid":"https://orcid.org/0000-0002-4198-3336"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Elvis C. S. Chen","raw_affiliation_strings":["Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, Canada","Department of Medical Biophysics/Robarts Research Institute, Western University, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4198-3336","affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Medical Biophysics/Robarts Research Institute, Western University, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9909,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76909203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"44","issue":"12","first_page":"4841","last_page":"4853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.6104000210762024,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.6104000210762024,"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"}},{"id":"https://openalex.org/T12979","display_name":"Cardiovascular Disease and Adiposity","score":0.6079999804496765,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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":0.4842957556247711},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4656124413013458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4652572274208069},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4609852731227875}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4842957556247711},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4656124413013458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4652572274208069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4609852731227875}],"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":"D000465","descriptor_name":"Algorithms","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"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":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2025.3584641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3584641","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40601460","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40601460","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 transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1578985305","https://openalex.org/W1991617202","https://openalex.org/W2000512760","https://openalex.org/W2061615699","https://openalex.org/W2078718577","https://openalex.org/W2079369434","https://openalex.org/W2121880036","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2266464013","https://openalex.org/W2508509730","https://openalex.org/W2513443356","https://openalex.org/W2566376500","https://openalex.org/W2616330482","https://openalex.org/W2748021867","https://openalex.org/W2897928471","https://openalex.org/W2948606054","https://openalex.org/W2962782447","https://openalex.org/W2962793481","https://openalex.org/W2963085671","https://openalex.org/W2963306157","https://openalex.org/W2963928582","https://openalex.org/W2971615301","https://openalex.org/W2996488097","https://openalex.org/W3004671812","https://openalex.org/W3021850033","https://openalex.org/W3028365735","https://openalex.org/W3035345812","https://openalex.org/W3035601380","https://openalex.org/W3036762004","https://openalex.org/W3089141666","https://openalex.org/W3098246344","https://openalex.org/W3158248812","https://openalex.org/W4220776789","https://openalex.org/W4220997012","https://openalex.org/W4294811304","https://openalex.org/W4312617404","https://openalex.org/W4312625691","https://openalex.org/W4317715935","https://openalex.org/W4320712993","https://openalex.org/W4322746835","https://openalex.org/W4327808545","https://openalex.org/W4379378756","https://openalex.org/W4387385597","https://openalex.org/W4389060581","https://openalex.org/W4390143704","https://openalex.org/W4402351638","https://openalex.org/W4404317678"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,18,54,101,124,143,156],"effective":[3,227],"algorithms":[4],"for":[5,94,228,245],"removing":[6],"surgical":[7,27,57,72],"smoke":[8,83,219,230],"in":[9,55,121,139,203],"laparoscopic":[10,71,112],"surgery":[11],"has":[12,236],"been":[13,36],"hindered":[14],"by":[15,74],"the":[16,52,172,182,190,204,210,232],"absence":[17],"a":[19,30,65,88,122,153,215,241],"paired":[20,67],"dataset":[21,68,123,142],"containing":[22],"real":[23],"smoky":[24,102],"and":[25,42,104,181,206],"smoke-free":[26,107],"scenes.":[28,58],"As":[29],"result,":[31],"existing":[32],"de-smoking":[33,158,248],"methods":[34],"have":[35],"primarily":[37],"based":[38],"on":[39],"synthetic":[40],"datasets":[41],"non-reference":[43],"image":[44,127,145],"enhancement":[45],"metrics,":[46],"which":[47],"fail":[48],"to":[49,238],"fully":[50],"capture":[51],"complexity":[53],"vivo":[56],"To":[59],"address":[60],"this":[61,148],"gap,":[62],"we":[63,115,133,151,169],"present":[64],"novel":[66],"derived":[69],"from":[70],"recordings":[73],"identifying":[75],"video":[76,118,136],"sequences":[77],"with":[78,195,218],"relatively":[79],"stationary":[80],"scenes":[81],"where":[82],"emerges.":[84],"Our":[85,186],"approach":[86],"includes":[87],"robust":[89],"motion-tracking":[90],"technique":[91],"that":[92,189],"compensates":[93],"involuntary":[95],"patient":[96],"movements,":[97],"ensuring":[98],"reliable":[99],"pairing":[100],"images":[103],"their":[105,161,166],"corresponding":[106],"ground":[108],"truths.":[109],"From":[110,129],"132":[111],"prostatectomy":[113],"recordings,":[114,132],"curated":[116],"41":[117],"sequences,":[119,137],"resulting":[120,138],"2000":[125],"smoky-to-smoke-free":[126],"pairs.":[128,146],"45":[130],"cholecystectomy":[131],"extracted":[134],"68":[135],"an":[140],"additional":[141],"1000":[144],"Using":[147],"unique":[149],"dataset,":[150],"evaluated":[152],"representative":[154],"selection":[155],"current":[157],"methods,":[159],"confirming":[160],"effectiveness":[162],"while":[163,209,225],"also":[164],"highlighting":[165],"limitations.":[167],"Furthermore,":[168],"critically":[170],"revisited":[171],"commonly":[173],"used":[174],"atmospheric":[175,178,192],"scattering":[176,193],"model,":[177],"colour":[179],"assumptions,":[180],"dark":[183,211,233],"channel":[184,212,234],"prior.":[185],"analysis":[187],"demonstrated":[188],"traditional":[191],"model":[194],"\"gray":[196],"smoke\"":[197],"assumption":[198],"introduces":[199],"significant":[200],"residual":[201],"errors":[202],"green":[205],"blue":[207],"channels,":[208],"prior":[213,235],"maintains":[214],"strong":[216],"correlation":[217],"intensity.":[220],"These":[221],"observations":[222],"suggest":[223],"that,":[224],"less":[226],"direct":[229],"separation,":[231],"potential":[237],"serve":[239],"as":[240],"useful":[242],"attention":[243],"map":[244],"deep":[246],"learning-based":[247],"approaches.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
