{"id":"https://openalex.org/W4309076898","doi":"https://doi.org/10.1080/21681163.2022.2145238","title":"ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos","display_name":"ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4309076898","doi":"https://doi.org/10.1080/21681163.2022.2145238"},"language":"en","primary_location":{"id":"doi:10.1080/21681163.2022.2145238","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2022.2145238","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5060851365","display_name":"Xiaoyang Zou","orcid":"https://orcid.org/0000-0002-9846-4115"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Zou","raw_affiliation_strings":["Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091784924","display_name":"Wenyong Liu","orcid":"https://orcid.org/0000-0002-0670-6261"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyong Liu","raw_affiliation_strings":["Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0670-6261","affiliations":[{"raw_affiliation_string":"Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040445618","display_name":"Junchen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junchen Wang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057420536","display_name":"Rong Tao","orcid":"https://orcid.org/0000-0002-6843-3668"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Tao","raw_affiliation_strings":["Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088035307","display_name":"Guoyan Zheng","orcid":"https://orcid.org/0000-0003-4173-0379"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoyan Zheng","raw_affiliation_strings":["Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4173-0379","affiliations":[{"raw_affiliation_string":"Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088035307"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.8326,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9118921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":"4","first_page":"1012","last_page":"1018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9794999957084656,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9578999876976013,"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-science","display_name":"Computer science","score":0.6556222438812256},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6145101189613342},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5821189880371094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.544387698173523},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5322734117507935},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4144386947154999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3372949957847595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13477489352226257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13231304287910461},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12907981872558594},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09675401449203491}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6556222438812256},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6145101189613342},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5821189880371094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.544387698173523},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5322734117507935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4144386947154999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3372949957847595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13477489352226257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13231304287910461},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12907981872558594},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09675401449203491},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/21681163.2022.2145238","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2022.2145238","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1970812050","display_name":null,"funder_award_id":"L192056","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G7375283579","display_name":null,"funder_award_id":"20511105205","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G7520827639","display_name":null,"funder_award_id":"U20A20199","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/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W193465674","https://openalex.org/W2016589492","https://openalex.org/W2064675550","https://openalex.org/W2107466310","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2266464013","https://openalex.org/W2510642588","https://openalex.org/W2580456502","https://openalex.org/W2777273430","https://openalex.org/W2884036902","https://openalex.org/W2963853051","https://openalex.org/W2979536508","https://openalex.org/W3092562667","https://openalex.org/W3094480255","https://openalex.org/W3100964249","https://openalex.org/W3150630416","https://openalex.org/W3198379050","https://openalex.org/W3201659970","https://openalex.org/W3203204495"],"related_works":["https://openalex.org/W2171218219","https://openalex.org/W1972271943","https://openalex.org/W2150410159","https://openalex.org/W4327525404","https://openalex.org/W4287185323","https://openalex.org/W3150905897","https://openalex.org/W4206178588","https://openalex.org/W3094491777","https://openalex.org/W3214715529","https://openalex.org/W4287635093"],"abstract_inverted_index":{"Phase":[0],"recognition":[1,64],"plays":[2],"an":[3,50,123],"essential":[4],"role":[5],"for":[6,17,60],"surgical":[7,30,62],"workflow":[8],"analysis":[9],"in":[10,21],"computer":[11],"assisted":[12],"intervention.":[13],"Transformer,":[14,53],"originally":[15],"proposed":[16,59],"sequential":[18],"data":[19],"modelling":[20],"natural":[22],"language":[23],"processing,":[24],"has":[25],"been":[26],"successfully":[27],"applied":[28],"to":[29,82],"phase":[31,63,84],"recognition.":[32],"Existing":[33],"works":[34],"based":[35,94],"on":[36,40,95,101],"transformer":[37],"mainly":[38],"focus":[39],"modeling":[41,68],"attention":[42],"dependency,":[43],"without":[44],"introducing":[45],"auto-regression.":[46,96],"In":[47],"this":[48],"work,":[49],"Auto-Regressive":[51],"Surgical":[52],"referred":[54],"as":[55],"ARST,":[56],"is":[57],"first":[58],"on-line":[61],"from":[65],"laparoscopic":[66],"videos,":[67],"the":[69,114],"inter-phase":[70],"correlation":[71],"implicitly":[72],"by":[73],"conditional":[74],"probability":[75],"distribution.":[76],"To":[77],"reduce":[78],"inference":[79,92,124],"bias":[80],"and":[81,119,121],"enhance":[83],"consistency,":[85],"we":[86],"further":[87],"develop":[88],"a":[89,102],"consistency":[90],"constraint":[91],"strategy":[93],"We":[97],"conduct":[98],"comprehensive":[99],"validations":[100],"well-known":[103],"public":[104],"dataset":[105],"Cholec80.":[106],"Experimental":[107],"results":[108],"show":[109],"that":[110],"our":[111],"method":[112],"outperforms":[113],"state-of-the-art":[115],"methods":[116],"both":[117],"quantitatively":[118],"qualitatively,":[120],"achieves":[122],"rate":[125],"of":[126],"66":[127],"frames":[128],"per":[129],"second":[130],"(fps).":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}