{"id":"https://openalex.org/W2024602385","doi":"https://doi.org/10.1109/icassp.2014.6854271","title":"Advanced algorithms for surgical gesture classification","display_name":"Advanced algorithms for surgical gesture classification","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2024602385","doi":"https://doi.org/10.1109/icassp.2014.6854271","mag":"2024602385"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2014.6854271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5077774240","display_name":"Giovanni L. Santosuosso","orcid":null},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Luca Santosuosso","raw_affiliation_strings":["Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012383192","display_name":"Giovanni Saggio","orcid":"https://orcid.org/0000-0002-9034-9921"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Saggio","raw_affiliation_strings":["Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097481678","display_name":"Fabio Sora","orcid":null},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Sora","raw_affiliation_strings":["Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Univ. of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003326489","display_name":"Laura Sbernini","orcid":null},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Sbernini","raw_affiliation_strings":["Dept. of Experimental Medicine and Surgery, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","Dept. of Exp. Med. & Surg., Univ. of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Experimental Medicine and Surgery, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Exp. Med. & Surg., Univ. of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084054784","display_name":"Nicola Di Lorenzo","orcid":"https://orcid.org/0000-0003-3370-4912"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Di Lorenzo","raw_affiliation_strings":["Dept. of Experimental Medicine and Surgery, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","Dept. of Exp. Med. & Surg., Univ. of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Experimental Medicine and Surgery, Univ. of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Exp. Med. & Surg., Univ. of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5819,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70191656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3596","last_page":"3600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9962000250816345,"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":0.9962000250816345,"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/T10888","display_name":"Augmented Reality Applications","score":0.949999988079071,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.9247999787330627,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8356293439865112},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.7564327716827393},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7007246017456055},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.603330135345459},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5917218327522278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5609489679336548},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.5046111345291138},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.48322662711143494},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47440314292907715},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45353010296821594},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4495651423931122},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4426148533821106},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1471511423587799},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12254872918128967},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08394762873649597},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.06607845425605774}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8356293439865112},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.7564327716827393},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007246017456055},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.603330135345459},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5917218327522278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5609489679336548},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.5046111345291138},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.48322662711143494},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47440314292907715},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45353010296821594},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4495651423931122},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4426148533821106},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1471511423587799},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12254872918128967},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08394762873649597},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.06607845425605774},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2014.6854271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:art.torvergata.it:2108/93110","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/93110","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/1749539","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1749539","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W567218088","https://openalex.org/W631238529","https://openalex.org/W1575406964","https://openalex.org/W1995165836","https://openalex.org/W1996183177","https://openalex.org/W2004075725","https://openalex.org/W2026980413","https://openalex.org/W2036999561","https://openalex.org/W2053894558","https://openalex.org/W2055904311","https://openalex.org/W2082709127","https://openalex.org/W2100595623","https://openalex.org/W2101522199","https://openalex.org/W2116402545","https://openalex.org/W2125551943","https://openalex.org/W2158481886","https://openalex.org/W2160534948","https://openalex.org/W2168977926"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2104406636","https://openalex.org/W2132937675","https://openalex.org/W2165299150","https://openalex.org/W2740479052","https://openalex.org/W3099747494","https://openalex.org/W4200584542","https://openalex.org/W2346228996","https://openalex.org/W3006113422","https://openalex.org/W3172103400"],"abstract_inverted_index":{"A":[0],"novel":[1],"gesture":[2,45],"binary":[3,69],"classification":[4,38,62],"procedure":[5],"is":[6],"presented":[7],"to":[8,20,30,42,53,58,74,98],"determine":[9],"surgical":[10,22],"ability.":[11,101],"To":[12],"this":[13],"aim":[14],"a":[15,34,44,54,59,68,75,87,91,109],"sensory":[16],"glove":[17],"was":[18,40,96],"employed":[19],"track":[21],"hand":[23],"movements":[24],"and":[25],"sensors":[26],"data":[27],"were":[28,80],"recorded":[29],"be":[31],"processed":[32],"by":[33,47,86],"specific":[35],"algorithm.":[36],"The":[37,64],"task":[39],"able":[41],"discriminate":[43],"made":[46],"an":[48],"expert":[49],"surgeon":[50,100],"with":[51],"respect":[52],"novice":[55],"one,":[56],"thanks":[57],"two":[60],"steps":[61],"strategy.":[63],"first":[65],"one":[66],"produced":[67],"tree":[70],"of":[71],"parameters":[72],"associated":[73,97],"sensor":[76],"time":[77],"function;":[78],"they":[79],"elaborated":[81],"in":[82,108],"the":[83,99],"second":[84],"step":[85],"neural":[88],"network":[89],"providing":[90],"real":[92],"output":[93],"whose":[94],"magnitude":[95],"Experimental":[102],"tests":[103],"correctly":[104],"classify":[105],"all":[106],"operators":[107],"group.":[110]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}