{"id":"https://openalex.org/W4410949959","doi":"https://doi.org/10.1109/jbhi.2025.3575791","title":"AIPNet: Action-Instance Progressive Learning Network for Instrument-Tissue Interaction Detection","display_name":"AIPNet: Action-Instance Progressive Learning Network for Instrument-Tissue Interaction Detection","publication_year":2025,"publication_date":"2025-06-02","ids":{"openalex":"https://openalex.org/W4410949959","doi":"https://doi.org/10.1109/jbhi.2025.3575791","pmid":"https://pubmed.ncbi.nlm.nih.gov/40456078"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3575791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3575791","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5101619424","display_name":"Wenjun Lin","orcid":"https://orcid.org/0009-0008-7925-6944"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wenjun Lin","raw_affiliation_strings":["Department of Mechanical Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Hu","orcid":"https://orcid.org/0000-0002-7663-3096"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Hu","raw_affiliation_strings":["Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology, Shenzhen, China","Research Institute of Trustworthy Autonomous Systems and the Department of Computer Science and Engineering, Southern University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-7663-3096","affiliations":[{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems and the Department of Computer Science and Engineering, Southern University of Science and Technology, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031252766","display_name":"Luoying Hao","orcid":"https://orcid.org/0000-0003-2838-546X"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luoying Hao","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, U.K","School of Computer Science, University of Birmingham, England"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, U.K","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"School of Computer Science, University of Birmingham, England","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010970485","display_name":"Huazhu Fu","orcid":"https://orcid.org/0000-0002-9702-5524"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huazhu Fu","raw_affiliation_strings":["Agency for Science, Technology, and Research (A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9702-5524","affiliations":[{"raw_affiliation_string":"Agency for Science, Technology, and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067394594","display_name":"Chee\u2010Kong Chui","orcid":"https://orcid.org/0000-0001-9463-4781"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cheekong Chui","raw_affiliation_strings":["Department of Mechanical Engineering, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9463-4781","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0001-6281-6505"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology, Shenzhen, China","Research Institute of Trustworthy Autonomous Systems and the Department of Computer Science and Engineering, Southern University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-6281-6505","affiliations":[{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems and the Department of Computer Science and Engineering, Southern University of Science and Technology, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15776123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"11","first_page":"8213","last_page":"8223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13953","display_name":"Digital Imaging in Medicine","score":0.9138000011444092,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13953","display_name":"Digital Imaging in Medicine","score":0.9138000011444092,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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-science","display_name":"Computer science","score":0.7079882621765137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5408836007118225},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5100401043891907},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36821287870407104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3524790406227112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7079882621765137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5408836007118225},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5100401043891907},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36821287870407104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3524790406227112},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3575791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3575791","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40456078","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40456078","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4874454907","display_name":null,"funder_award_id":"82102189","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8999964948","display_name":null,"funder_award_id":"82272086","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2266464013","https://openalex.org/W2962202279","https://openalex.org/W2964225075","https://openalex.org/W2971258845","https://openalex.org/W3091895136","https://openalex.org/W3096609285","https://openalex.org/W3109754877","https://openalex.org/W3151099711","https://openalex.org/W3171169846","https://openalex.org/W3172752666","https://openalex.org/W3174164794","https://openalex.org/W3198379050","https://openalex.org/W3207576362","https://openalex.org/W4200630800","https://openalex.org/W4210926092","https://openalex.org/W4296053285","https://openalex.org/W4296193539","https://openalex.org/W4312446811","https://openalex.org/W4319998180","https://openalex.org/W4320002812","https://openalex.org/W4383070152","https://openalex.org/W4386057783","https://openalex.org/W4386108484","https://openalex.org/W4387211888","https://openalex.org/W4387341288","https://openalex.org/W4388579521","https://openalex.org/W4393207082","https://openalex.org/W4402951547","https://openalex.org/W4403049360","https://openalex.org/W4404562731","https://openalex.org/W4404893099"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Instrument-tissue":[0],"interaction":[1,32],"detection,":[2,76,78],"a":[3,164],"task":[4,24],"aimed":[5],"at":[6],"understanding":[7],"surgical":[8,51],"scenes":[9],"from":[10],"videos,":[11],"holds":[12],"immense":[13],"importance":[14],"in":[15,72],"constructing":[16],"computer-assisted":[17],"surgery":[18],"systems.":[19],"Existing":[20],"methods":[21],"for":[22,66,100,140,176],"this":[23,55,150],"consist":[25],"of":[26,123,149],"two":[27],"stages:":[28],"instance":[29,77,101,111],"detection":[30],"and":[31,36,43,79,163,183,194],"prediction.":[33],"This":[34],"sequential":[35],"separate":[37],"model":[38,70,88],"structure":[39],"limits":[40],"both":[41],"effectiveness":[42],"efficiency,":[44],"making":[45],"it":[46],"difficult":[47],"to":[48,134,158,170],"deploy":[49],"on":[50,181],"robotic":[52],"platforms.":[53],"In":[54],"paper,":[56],"we":[57,128],"propose":[58],"an":[59],"end-to-end":[60,125],"Action-Instance":[61],"Progressive":[62],"Learning":[63],"Network":[64],"(AIPNet)":[65],"the":[67,87,121,124,146,188],"task.":[68],"The":[69,103],"operates":[71],"three":[73],"steps:":[74],"action":[75,80,104],"class":[81],"refinement.":[82],"Starting":[83],"with":[84],"coarse-scale":[85],"proposals,":[86],"progressively":[89],"refines":[90],"them":[91],"into":[92],"coarse-grained":[93],"actions,":[94],"which":[95],"then":[96],"serve":[97],"as":[98],"proposals":[99,139],"detection.":[102],"prediction":[105],"results":[106,180],"are":[107],"further":[108],"refined":[109],"using":[110],"features":[112],"through":[113],"late":[114],"fusion.":[115],"These":[116],"progressive":[117],"learning":[118],"processes":[119],"improve":[120],"performance":[122],"model.":[126],"Additionally,":[127],"introduce":[129],"Dynamic":[130],"Proposal":[131],"Generators":[132],"(DPG)":[133],"create":[135],"dynamic":[136],"adaptive":[137],"learnable":[138],"each":[141],"video":[142],"frame.":[143],"To":[144],"address":[145],"training":[147,155,165],"challenges":[148],"multi-task":[151],"model,":[152],"semantic":[153],"supervised":[154],"is":[156,168],"introduced":[157],"transfer":[159],"prior":[160],"language":[161],"knowledge,":[162],"label":[166],"strategy":[167],"proposed":[169,189],"generate":[171],"unrelated":[172],"instrument-tissue":[173],"pair":[174],"labels":[175],"enhanced":[177],"supervision.":[178],"Experimental":[179],"PhacoQ":[182],"CholecQ":[184],"datasets":[185],"show":[186],"that":[187],"method":[190],"achieves":[191],"superior":[192],"accuracy":[193],"faster":[195],"processing":[196],"speed":[197],"than":[198],"state-of-the-art":[199],"models.":[200]},"counts_by_year":[],"updated_date":"2025-11-07T23:20:04.922697","created_date":"2025-10-10T00:00:00"}