{"id":"https://openalex.org/W4401822726","doi":"https://doi.org/10.3233/shti240564","title":"Computer Vision for Assessing Surgical Movements in Neurosurgery","display_name":"Computer Vision for Assessing Surgical Movements in Neurosurgery","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401822726","doi":"https://doi.org/10.3233/shti240564","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176945"},"language":"en","primary_location":{"id":"doi:10.3233/shti240564","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240564","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240564","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240564","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034654432","display_name":"Gleb Danilov","orcid":"https://orcid.org/0000-0003-1442-5993"},"institutions":[{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Gleb Danilov","raw_affiliation_strings":["Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0003-1442-5993","affiliations":[{"raw_affiliation_string":"Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation","institution_ids":["https://openalex.org/I4210122729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106681079","display_name":"Vasiliy Kostyumov","orcid":null},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vasiliy Kostyumov","raw_affiliation_strings":["Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051615926","display_name":"Oleg Pilipenko","orcid":"https://orcid.org/0000-0003-0590-0107"},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Pilipenko","raw_affiliation_strings":["Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108973393","display_name":"Eugeniy Ilyushin","orcid":null},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Eugeniy Ilyushin","raw_affiliation_strings":["Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062897922","display_name":"D I Pitskhelauri","orcid":"https://orcid.org/0000-0003-0374-7970"},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]},{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"David Pitskhelauri","raw_affiliation_strings":["Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation","Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation","institution_ids":["https://openalex.org/I4210122729"]},{"raw_affiliation_string":"Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106681080","display_name":"Alexandra Zelenova","orcid":null},"institutions":[{"id":"https://openalex.org/I337778094","display_name":"Pirogov Russian National Research Medical University","ror":"https://ror.org/018159086","country_code":"RU","type":"education","lineage":["https://openalex.org/I337778094","https://openalex.org/I4210117042"]},{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexandra Zelenova","raw_affiliation_strings":["N.I. Pirogov Russian National Research Medical University, Moscow, Russian Federation","Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"N.I. Pirogov Russian National Research Medical University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I337778094"]},{"raw_affiliation_string":"Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation","institution_ids":["https://openalex.org/I4210122729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078783570","display_name":"Andrey Bykanov","orcid":"https://orcid.org/0000-0002-0588-4779"},"institutions":[{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Bykanov","raw_affiliation_strings":["Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Biomedical Informatics and Artificial Intelligence, Department of Neurosurgery, National Medical Research Center for Neurosurgery named after N.N. Burdenko, Moscow, Russian Federation","institution_ids":["https://openalex.org/I4210122729"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034654432"],"corresponding_institution_ids":["https://openalex.org/I4210122729"],"apc_list":null,"apc_paid":null,"fwci":9.2478,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98711772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"316","issue":null,"first_page":"934","last_page":"938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.9940000176429749,"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"}},"topics":[{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.9940000176429749,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.98580002784729,"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/T10916","display_name":"Surgical Simulation and Training","score":0.9761000275611877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neurosurgery","display_name":"Neurosurgery","score":0.8085516095161438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268014907836914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5626968145370483},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5247559547424316},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5076965093612671},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.4453768730163574},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26479220390319824},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.18719404935836792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06799361109733582}],"concepts":[{"id":"https://openalex.org/C12770488","wikidata":"https://www.wikidata.org/wiki/Q188449","display_name":"Neurosurgery","level":2,"score":0.8085516095161438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268014907836914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5626968145370483},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5247559547424316},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5076965093612671},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4453768730163574},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26479220390319824},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.18719404935836792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06799361109733582}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000601","qualifier_name":"surgery","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008866","descriptor_name":"Microsurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008866","descriptor_name":"Microsurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008866","descriptor_name":"Microsurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008866","descriptor_name":"Microsurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009493","descriptor_name":"Neurosurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009493","descriptor_name":"Neurosurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009493","descriptor_name":"Neurosurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009493","descriptor_name":"Neurosurgery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240564","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240564","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240564","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176945","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176945","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti240564","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240564","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240564","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401822726.pdf"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1964077105","https://openalex.org/W3110017807","https://openalex.org/W3144295343","https://openalex.org/W4255599054","https://openalex.org/W4327486298","https://openalex.org/W4367316775","https://openalex.org/W4376642540","https://openalex.org/W4379054930","https://openalex.org/W4390794928"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","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":{"Objective":[0],"evaluation":[1],"of":[2,20,71,83,88,100,110],"microsurgical":[3],"technique":[4],"quality":[5],"is":[6],"vital":[7],"for":[8,117],"successful":[9,95],"training":[10,120],"in":[11,45,122],"neurosurgery.":[12,123],"This":[13],"study":[14],"aimed":[15],"to":[16,40,68],"assess":[17],"the":[18,35,46,72,101,115],"accuracy":[19,87,109],"automatically":[21],"detecting":[22],"a":[23,118],"neurosurgeon's":[24,47,102],"proper":[25],"posture":[26,74,103],"and":[27,49,75,80,97,104],"hand":[28,105],"positioning":[29],"using":[30],"computer":[31],"vision.":[32],"We":[33],"employed":[34],"RTMPose":[36],"neural":[37],"network":[38],"model":[39],"identify":[41],"key":[42],"anatomical":[43],"points":[44],"projection":[48],"calculated":[50],"various":[51,81],"angles":[52],"formed":[53],"by":[54],"connecting":[55],"these":[56,63],"points.":[57],"By":[58],"utilizing":[59],"machine":[60],"learning":[61],"on":[62],"angles,":[64],"we":[65],"were":[66],"able":[67],"classify":[69],"images":[70],"surgeon's":[73],"hands":[76],"into":[77],"correct":[78],"positions":[79],"types":[82],"errors":[84],"with":[85],"an":[86],"at":[89],"least":[90],"0.9.":[91],"Computer":[92],"vision":[93],"enables":[94],"detection":[96,112],"objective":[98],"assessment":[99],"positions.":[106],"The":[107],"high":[108],"this":[111],"can":[113],"pave":[114],"way":[116],"new":[119],"approach":[121]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}