{"id":"https://openalex.org/W2594876150","doi":"https://doi.org/10.1145/3030024.3040985","title":"Towards Automatic Skill Evaluation in Microsurgery","display_name":"Towards Automatic Skill Evaluation in Microsurgery","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2594876150","doi":"https://doi.org/10.1145/3030024.3040985","mag":"2594876150"},"language":"en","primary_location":{"id":"doi:10.1145/3030024.3040985","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3030024.3040985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 22nd International Conference on Intelligent User Interfaces","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/A5023634417","display_name":"Shahram Eivazi","orcid":"https://orcid.org/0000-0001-5776-6558"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Shahram Eivazi","raw_affiliation_strings":["University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063475835","display_name":"Michael Slupina","orcid":null},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Slupina","raw_affiliation_strings":["University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015458683","display_name":"Wolfgang Fuhl","orcid":"https://orcid.org/0000-0001-7128-298X"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Fuhl","raw_affiliation_strings":["University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031188473","display_name":"Hoorieh Afkari","orcid":"https://orcid.org/0000-0003-4787-8331"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hoorieh Afkari","raw_affiliation_strings":["University of Eastern Finland, joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011620305","display_name":"Ahmad Hafez","orcid":"https://orcid.org/0000-0003-4416-5643"},"institutions":[{"id":"https://openalex.org/I2800394112","display_name":"Helsinki University Hospital","ror":"https://ror.org/02e8hzf44","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2800394112","https://openalex.org/I4210166427"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ahmad Hafez","raw_affiliation_strings":["Helsinki university central hospital, Helsinki , Finland"],"affiliations":[{"raw_affiliation_string":"Helsinki university central hospital, Helsinki , Finland","institution_ids":["https://openalex.org/I2800394112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008809634","display_name":"Enkelejda Kasneci","orcid":"https://orcid.org/0000-0003-3146-4484"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enkelejda Kasneci","raw_affiliation_strings":["University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Baden W\u00fcrttemberg, Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023634417"],"corresponding_institution_ids":["https://openalex.org/I8087733"],"apc_list":null,"apc_paid":null,"fwci":0.6299,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.67425626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9945999979972839,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9746999740600586,"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/microsurgery","display_name":"Microsurgery","score":0.7602881193161011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299758195877075},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5489032864570618},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5251994729042053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022833347320557},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4633373022079468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4580811858177185},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43120288848876953},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.4185381531715393},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.10972803831100464},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10830795764923096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1056375503540039}],"concepts":[{"id":"https://openalex.org/C2781437307","wikidata":"https://www.wikidata.org/wiki/Q977628","display_name":"Microsurgery","level":2,"score":0.7602881193161011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299758195877075},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5489032864570618},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5251994729042053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022833347320557},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4633373022079468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4580811858177185},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43120288848876953},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.4185381531715393},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10972803831100464},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10830795764923096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1056375503540039},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3030024.3040985","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3030024.3040985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 22nd International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W99381160","https://openalex.org/W1486941842","https://openalex.org/W1554051257","https://openalex.org/W1965305672","https://openalex.org/W1982792408","https://openalex.org/W1992755595","https://openalex.org/W2011401683","https://openalex.org/W2059256888","https://openalex.org/W2088941933","https://openalex.org/W2497909917","https://openalex.org/W3096630149"],"related_works":["https://openalex.org/W4384434815","https://openalex.org/W1701036363","https://openalex.org/W1561131412","https://openalex.org/W2958385752","https://openalex.org/W1981014703","https://openalex.org/W4206950173","https://openalex.org/W2113629050","https://openalex.org/W2186236678","https://openalex.org/W2978078285","https://openalex.org/W1975214622"],"abstract_inverted_index":{"In":[0,40],"the":[1,13,35,44,51,89,105,115,123],"past":[2],"decade,":[3],"eye":[4,69,116],"tracking":[5],"has":[6],"emerged":[7],"as":[8],"a":[9,54,60,76,100],"promising":[10],"answer":[11],"to":[12,24,31,99],"increasing":[14],"needs":[15],"of":[16,37,62,91,104,125],"understanding":[17],"surgical":[18,38,55],"expertise.":[19],"The":[20],"implicit":[21],"desire":[22],"is":[23,108],"design":[25],"an":[26],"intelligent":[27],"user":[28],"interface":[29],"(IUI)":[30],"monitor":[32],"and":[33,68,93,113],"assess":[34],"competency":[36],"trainees.":[39],"this":[41],"paper,":[42],"for":[43,53,88],"first":[45],"time":[46],"in":[47],"microsurgery,":[48],"we":[49,82],"explore":[50],"potential":[52],"automatic":[56],"skill":[57],"assessment":[58],"through":[59],"combination":[61],"machine":[63],"learning":[64],"techniques,":[65],"computational":[66],"modeling,":[67],"tracking.":[70],"We":[71],"present":[72],"primary":[73],"findings":[74],"from":[75],"random":[77],"forest":[78],"classification":[79],"method":[80],"where":[81],"achieved":[83],"about":[84,122],"70%":[85],"recognition":[86],"rate":[87],"detection":[90],"expert":[92],"novice":[94],"group.":[95],"This":[96],"leads":[97],"us":[98],"conclusion":[101],"that":[102,114],"prediction":[103],"micro-surgeon":[106],"performance":[107],"possible,":[109],"can":[110],"be":[111],"automated,":[112],"movement":[117],"data":[118],"carry":[119],"important":[120],"information":[121],"skills":[124],"micro-surgeons.":[126]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
