{"id":"https://openalex.org/W4376479383","doi":"https://doi.org/10.1145/3571600.3571619","title":"I\u2019m GROOT: a multi head multi GRaph netwOrk recognizing surgical actiOn Triplets\u2731","display_name":"I\u2019m GROOT: a multi head multi GRaph netwOrk recognizing surgical actiOn Triplets\u2731","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4376479383","doi":"https://doi.org/10.1145/3571600.3571619"},"language":"en","primary_location":{"id":"doi:10.1145/3571600.3571619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","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/A5091938668","display_name":"Raviteja Sista","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Raviteja Sista","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, IN"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, IN","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102806062","display_name":"Rachana Sathish","orcid":"https://orcid.org/0000-0003-3402-3852"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rachana Sathish","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, IN"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, IN","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089130629","display_name":"Riya Agrawal","orcid":"https://orcid.org/0000-0003-1912-2692"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riya Agrawal","raw_affiliation_strings":["Nrs, IN"],"affiliations":[{"raw_affiliation_string":"Nrs, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049327943","display_name":"Utpal De","orcid":"https://orcid.org/0000-0002-3794-3067"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Utpal De","raw_affiliation_strings":["NRS Medical College, IN"],"affiliations":[{"raw_affiliation_string":"NRS Medical College, IN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013205698","display_name":"P. P. Chakrabarti","orcid":"https://orcid.org/0000-0002-3553-8834"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Partha Chakrabarti","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, IN"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, IN","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010986022","display_name":"Debdoot Sheet","orcid":"https://orcid.org/0000-0001-9046-149X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debdoot Sheet","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, IN"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, IN","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091938668"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3437418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9994999766349792,"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":0.9994999766349792,"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/T11984","display_name":"Anatomy and Medical Technology","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13953","display_name":"Digital Imaging in Medicine","score":0.9947999715805054,"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":0.6720446348190308},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5216777324676514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3364400565624237},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10493883490562439}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6720446348190308},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5216777324676514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3364400565624237},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10493883490562439},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571600.3571619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571600.3571619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2266464013","https://openalex.org/W2740610771","https://openalex.org/W2884036902","https://openalex.org/W2889985731","https://openalex.org/W2902067315","https://openalex.org/W2913301809","https://openalex.org/W2917001658","https://openalex.org/W2949676527","https://openalex.org/W3019202932","https://openalex.org/W3090019574","https://openalex.org/W3091895136","https://openalex.org/W3099319035","https://openalex.org/W3099518117","https://openalex.org/W3159481202","https://openalex.org/W3198379050"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Laparoscopic":[0],"cholecystectomy":[1],"is":[2,29],"a":[3,40,45,76],"widely":[4],"performed":[5],"minimally":[6],"invasive":[7],"surgical":[8],"procedure":[9],"that":[10],"imposes":[11],"many":[12],"challenges":[13],"to":[14,21,30,67,82,97,123],"the":[15,27,32,50,54,57,89,93,115],"operating":[16],"surgeon.":[17],"While":[18],"we":[19,74,112],"strive":[20],"understand":[22],"and":[23,44,59,102,120,134],"automate":[24],"such":[25],"surgeries,":[26],"key":[28],"identify":[31],"actions":[33],"involved":[34],"in":[35,88],"it.":[36],"An":[37],"action":[38,51],"involves":[39],"set":[41],"of":[42,108,117],"tools":[43],"target":[46],"anatomy,":[47],"together":[48],"forming":[49],"triplets.":[52],"However,":[53],"relations":[55,87,127],"between":[56],"triplets":[58,104],"their":[60,69],"constituents":[61],"are":[62],"sparse,":[63],"making":[64],"it":[65],"challenging":[66],"learn":[68,99,124],"relations.":[70],"In":[71,110],"this":[72],"paper,":[73],"propose":[75],"graph":[77],"neural":[78],"network":[79],"based":[80],"approach":[81],"exploit":[83],"these":[84,125],"underlying":[85],"sparse":[86,126],"data.":[90],"We":[91],"portray":[92],"proposed":[94],"method\u2019s":[95],"ability":[96],"uniformly":[98],"multiple":[100],"tasks":[101],"classify":[103],"with":[105],"an":[106],"mAP":[107],"0.261.":[109],"addition,":[111],"experimentally":[113],"show":[114],"inability":[116],"fully":[118],"connected":[119],"convolution":[121],"layers":[122],"when":[128],"trained":[129],"on":[130],"40":[131],"laparoscopic":[132],"videos":[133],"validated":[135],"using":[136],"five":[137],"videos.":[138],"Codes":[139],"will":[140],"be":[141],"available":[142],"at":[143],":":[144],"https://github.com/iitkliv/groot.":[145]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}