{"id":"https://openalex.org/W2092079076","doi":"https://doi.org/10.1117/12.2007895","title":"Ontology-based prediction of surgical events in laparoscopic surgery","display_name":"Ontology-based prediction of surgical events in laparoscopic surgery","publication_year":2013,"publication_date":"2013-03-15","ids":{"openalex":"https://openalex.org/W2092079076","doi":"https://doi.org/10.1117/12.2007895","mag":"2092079076"},"language":"en","primary_location":{"id":"doi:10.1117/12.2007895","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2007895","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5068983877","display_name":"Darko Kati\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Darko Kati\u0107","raw_affiliation_strings":["Karlsruher Institut f\u00fcr Technologie (Germany)","Karlsruher Institut f\u00fcr Technologie, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie (Germany)","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047251648","display_name":"Anna-Laura Wekerle","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna-Laura Wekerle","raw_affiliation_strings":["Heidelberg Univ. (Germany)","Heidelberg University  GERMANY"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. (Germany)","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Heidelberg University  GERMANY","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011133347","display_name":"Fabian G\u00e4rtner","orcid":"https://orcid.org/0000-0003-1128-3408"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian G\u00e4rtner","raw_affiliation_strings":["Karlsruher Institut f\u00fcr Technologie (Germany)","Karlsruher Institut f\u00fcr Technologie, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie (Germany)","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108483814","display_name":"Hannes Kenngott","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hannes Kenngott","raw_affiliation_strings":["Heidelberg Univ. (Germany)","Heidelberg University  GERMANY"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. (Germany)","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Heidelberg University  GERMANY","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008345394","display_name":"Beat P. M\u00fcller\u2010Stich","orcid":"https://orcid.org/0000-0002-8552-8538"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Beat Peter M\u00fcller-Stich","raw_affiliation_strings":["Heidelberg Univ. (Germany)","Heidelberg University  GERMANY"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. (Germany)","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Heidelberg University  GERMANY","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112552331","display_name":"R\u00fcdiger Dillmann","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u00fcdiger Dillmann","raw_affiliation_strings":["Karlsruher Institut f\u00fcr Technologie (Germany)","Karlsruher Institut f\u00fcr Technologie, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie (Germany)","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003648994","display_name":"Stefanie Speidel","orcid":"https://orcid.org/0000-0002-4590-1908"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Speidel","raw_affiliation_strings":["Karlsruher Institut f\u00fcr Technologie (Germany)","Karlsruher Institut f\u00fcr Technologie, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie (Germany)","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruher Institut f\u00fcr Technologie, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068983877"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":1.3301,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80996091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8671","issue":null,"first_page":"86711A","last_page":"86711A"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9207000136375427,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9207000136375427,"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/computer-science","display_name":"Computer science","score":0.7521274089813232},{"id":"https://openalex.org/keywords/laparoscopic-surgery","display_name":"Laparoscopic surgery","score":0.5577756762504578},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5035926699638367},{"id":"https://openalex.org/keywords/laparoscopy","display_name":"Laparoscopy","score":0.3713928461074829},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3436344265937805},{"id":"https://openalex.org/keywords/general-surgery","display_name":"General surgery","score":0.2430453896522522},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15476208925247192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7521274089813232},{"id":"https://openalex.org/C2776111594","wikidata":"https://www.wikidata.org/wiki/Q675754","display_name":"Laparoscopic surgery","level":3,"score":0.5577756762504578},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5035926699638367},{"id":"https://openalex.org/C2780047204","wikidata":"https://www.wikidata.org/wiki/Q675754","display_name":"Laparoscopy","level":2,"score":0.3713928461074829},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3436344265937805},{"id":"https://openalex.org/C61434518","wikidata":"https://www.wikidata.org/wiki/Q932510","display_name":"General surgery","level":1,"score":0.2430453896522522},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15476208925247192},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2007895","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2007895","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Context-aware":[0],"technologies":[1],"have":[2],"great":[3],"potential":[4],"to":[5,15,25,95,114,123],"help":[6],"surgeons":[7,33],"during":[8],"laparoscopic":[9],"interventions.":[10],"Their":[11],"underlying":[12],"idea":[13],"is":[14,59,68],"create":[16],"systems":[17],"which":[18],"can":[19],"adapt":[20],"their":[21],"assistance":[22],"functions":[23],"automatically":[24],"the":[26,29,35,53,57,80],"situation":[27,55],"in":[28,56,130],"OR,":[30],"thus":[31],"relieving":[32],"from":[34,109],"burden":[36],"of":[37,50,52,65,74,82,117,127,148],"managing":[38],"computer":[39],"assisted":[40],"surgery":[41],"devices":[42],"manually.":[43],"To":[44,78],"this":[45],"purpose,":[46],"a":[47,93],"certain":[48],"kind":[49],"understanding":[51],"current":[54],"OR":[58],"essential.":[60],"Beyond":[61],"that,":[62],"anticipatory":[63],"knowledge":[64],"incoming":[66],"events":[67,85,100,129],"beneficial,":[69],"e.g.":[70],"for":[71],"early":[72],"warnings":[73],"imminent":[75],"risk":[76],"situations.":[77],"achieve":[79],"goal":[81],"predicting":[83],"surgical":[84,99],"based":[86],"on":[87,136],"previously":[88],"observed":[89],"ones,":[90],"we":[91,120],"developed":[92],"language":[94],"describe":[96],"surgeries":[97,141],"and":[98,104,139,142],"using":[101],"Description":[102],"Logics":[103],"integrated":[105],"it":[106],"with":[107],"methods":[108],"computational":[110],"linguistics.":[111],"Using":[112],"n-Grams":[113],"compute":[115],"probabilities":[116],"followup":[118],"events,":[119],"are":[121],"able":[122],"make":[124],"sensible":[125],"predictions":[126],"upcoming":[128],"real-time.":[131],"The":[132],"system":[133],"was":[134],"evaluated":[135],"professionally":[137],"recorded":[138],"labeled":[140],"showed":[143],"an":[144],"average":[145],"prediction":[146],"rate":[147],"80%.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}