{"id":"https://openalex.org/W4317889660","doi":"https://doi.org/10.1007/s11548-022-02827-5","title":"Deep neural network architecture for automated soft surgical skills evaluation using objective structured assessment of technical skills criteria","display_name":"Deep neural network architecture for automated soft surgical skills evaluation using objective structured assessment of technical skills criteria","publication_year":2023,"publication_date":"2023-01-25","ids":{"openalex":"https://openalex.org/W4317889660","doi":"https://doi.org/10.1007/s11548-022-02827-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/36694051"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-022-02827-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-022-02827-5","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03970306/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036644020","display_name":"Malik Benmansour","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140143","display_name":"Dynamic Systems (United States)","ror":"https://ror.org/043vm9914","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140143"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Malik Benmansour","raw_affiliation_strings":["G.E.E., LAT, Universit\u00e9 de Tlemcen, Tlemcen, 13000, Algeria. malik.benmansour.tlemcen@gmail.com","Universit\u00e9 de Tlemcen"],"affiliations":[{"raw_affiliation_string":"G.E.E., LAT, Universit\u00e9 de Tlemcen, Tlemcen, 13000, Algeria. malik.benmansour.tlemcen@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 de Tlemcen","institution_ids":["https://openalex.org/I4210140143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109861370","display_name":"Abed Malti","orcid":null},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]},{"id":"https://openalex.org/I4210140143","display_name":"Dynamic Systems (United States)","ror":"https://ror.org/043vm9914","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140143"]}],"countries":["DZ","US"],"is_corresponding":false,"raw_author_name":"Abed Malti","raw_affiliation_strings":["G.B.M., Laboratoire de G\u00e9nie Biom\u00e9dical, Universit\u00e9 de Tlemcen, Tlemcen, 13000, Algeria","Universit\u00e9 de Tlemcen"],"affiliations":[{"raw_affiliation_string":"G.B.M., Laboratoire de G\u00e9nie Biom\u00e9dical, Universit\u00e9 de Tlemcen, Tlemcen, 13000, Algeria","institution_ids":["https://openalex.org/I233209018"]},{"raw_affiliation_string":"Universit\u00e9 de Tlemcen","institution_ids":["https://openalex.org/I4210140143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029098035","display_name":"Pierre Jannin","orcid":"https://orcid.org/0000-0002-7415-071X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210124872","display_name":"H\u00f4pital Pontchaillou","ror":"https://ror.org/02r25sw81","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210124872","https://openalex.org/I4210155724"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Jannin","raw_affiliation_strings":["INSERM, LTSI-UMR, Universit\u00e9 de Rennes, Rennes, 35000, France","CHU Pontchaillou [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"affiliations":[{"raw_affiliation_string":"INSERM, LTSI-UMR, Universit\u00e9 de Rennes, Rennes, 35000, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I56067802"]},{"raw_affiliation_string":"CHU Pontchaillou [Rennes]","institution_ids":["https://openalex.org/I4210124872"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036644020"],"corresponding_institution_ids":["https://openalex.org/I4210140143"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":7.6941,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97944007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"5","first_page":"929","last_page":"937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9995999932289124,"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":0.9995999932289124,"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10254","display_name":"Innovations in Medical Education","score":0.9904999732971191,"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":0.6983782649040222},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5723978877067566},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.556935727596283},{"id":"https://openalex.org/keywords/knot-tying","display_name":"Knot tying","score":0.5568764209747314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5068607926368713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49013814330101013},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.44173628091812134},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4256695806980133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3923502564430237},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1643635332584381},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1256466507911682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983782649040222},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5723978877067566},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.556935727596283},{"id":"https://openalex.org/C2992791134","wikidata":"https://www.wikidata.org/wiki/Q527395","display_name":"Knot tying","level":2,"score":0.5568764209747314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5068607926368713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49013814330101013},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.44173628091812134},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4256695806980133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3923502564430237},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1643635332584381},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1256466507911682},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002983","descriptor_name":"Clinical Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002983","descriptor_name":"Clinical Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002983","descriptor_name":"Clinical Competence","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":"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":"D019635","descriptor_name":"Neurosurgical Procedures","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":false},{"descriptor_ui":"D019635","descriptor_name":"Neurosurgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-022-02827-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-022-02827-5","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:36694051","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36694051","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:HAL:hal-03970306v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03970306","pdf_url":"https://hal.science/hal-03970306/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery, 2023, ⟨10.1007/s11548-022-02827-5⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03970306v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03970306","pdf_url":"https://hal.science/hal-03970306/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery, 2023, ⟨10.1007/s11548-022-02827-5⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317889660.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1554051257","https://openalex.org/W2010078884","https://openalex.org/W2020765495","https://openalex.org/W2020920114","https://openalex.org/W2043290705","https://openalex.org/W2050453477","https://openalex.org/W2058395827","https://openalex.org/W2084389813","https://openalex.org/W2091254174","https://openalex.org/W2119555207","https://openalex.org/W2153039749","https://openalex.org/W2156417194","https://openalex.org/W2262715205","https://openalex.org/W2411773784","https://openalex.org/W2610310246","https://openalex.org/W2788941211","https://openalex.org/W2794719393","https://openalex.org/W2807902000","https://openalex.org/W2911391665","https://openalex.org/W2915423573","https://openalex.org/W2947559067","https://openalex.org/W2955915380","https://openalex.org/W2963139324","https://openalex.org/W2964446959","https://openalex.org/W2979726199","https://openalex.org/W3005479187","https://openalex.org/W3013053228","https://openalex.org/W3099358007","https://openalex.org/W3103878770","https://openalex.org/W3104144143","https://openalex.org/W3151539628"],"related_works":["https://openalex.org/W2468737556","https://openalex.org/W2070418046","https://openalex.org/W2808102709","https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W4383849123","https://openalex.org/W2560646951","https://openalex.org/W4253418550","https://openalex.org/W4297454206","https://openalex.org/W65104662"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}