{"id":"https://openalex.org/W1820129507","doi":"https://doi.org/10.1007/978-3-319-13560-1_86","title":"Predicting Procedure Duration to Improve Scheduling of Elective Surgery","display_name":"Predicting Procedure Duration to Improve Scheduling of Elective Surgery","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1820129507","doi":"https://doi.org/10.1007/978-3-319-13560-1_86","mag":"1820129507"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-13560-1_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13560-1_86","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5083012983","display_name":"Zahra Shahabikargar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zahra ShahabiKargar","raw_affiliation_strings":["Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","Griffith University","The Australian e-Health Research Centre, CSIRO"],"affiliations":[{"raw_affiliation_string":"Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083685928","display_name":"Sankalp Khanna","orcid":"https://orcid.org/0000-0001-6125-8871"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sankalp Khanna","raw_affiliation_strings":["Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","The Australian e-Health Research Centre, CSIRO","Griffith University"],"affiliations":[{"raw_affiliation_string":"Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041254443","display_name":"Norm Good","orcid":"https://orcid.org/0000-0001-6446-7644"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Norm Good","raw_affiliation_strings":["The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","The Australian E-Health Research Centre, CSIRO"],"affiliations":[{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"The Australian E-Health Research Centre, CSIRO","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038675407","display_name":"Abdul Sattar","orcid":"https://orcid.org/0000-0002-2567-2052"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdul Sattar","raw_affiliation_strings":["Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","Griffith University"],"affiliations":[{"raw_affiliation_string":"Institute for Integrated and Intelligent Systems, Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004109324","display_name":"James Lind","orcid":null},"institutions":[{"id":"https://openalex.org/I2800155786","display_name":"Gold Coast Hospital","ror":"https://ror.org/05eq01d13","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2800155786","https://openalex.org/I2801244131"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James Lind","raw_affiliation_strings":["Gold Coast Hospital, Gold Coast, Australia","\u2020Gold Coast Hospital"],"affiliations":[{"raw_affiliation_string":"Gold Coast Hospital, Gold Coast, Australia","institution_ids":["https://openalex.org/I2800155786"]},{"raw_affiliation_string":"\u2020Gold Coast Hospital","institution_ids":["https://openalex.org/I2800155786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031231799","display_name":"John O\u2019Dwyer","orcid":"https://orcid.org/0000-0002-7212-6089"},"institutions":[{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John O\u2019Dwyer","raw_affiliation_strings":["The Australian E-Health Research Centre, CSIRO"],"affiliations":[{"raw_affiliation_string":"The Australian E-Health Research Centre, CSIRO","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083012983"],"corresponding_institution_ids":["https://openalex.org/I11701301","https://openalex.org/I1292875679","https://openalex.org/I4210141844"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7455,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89628821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"998","last_page":"1009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9934999942779541,"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/T12174","display_name":"Hospital Admissions and Outcomes","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.6774352192878723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661478579044342},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.648551344871521},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.622017502784729},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5286294221878052},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4539404511451721},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4413049817085266},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.393848717212677},{"id":"https://openalex.org/keywords/bayesian-multivariate-linear-regression","display_name":"Bayesian multivariate linear regression","score":0.337182879447937},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2899702191352844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2723647952079773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26048222184181213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12980768084526062},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12852248549461365},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08077928423881531}],"concepts":[{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.6774352192878723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661478579044342},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.648551344871521},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.622017502784729},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5286294221878052},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4539404511451721},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4413049817085266},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.393848717212677},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.337182879447937},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2899702191352844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2723647952079773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26048222184181213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12980768084526062},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12852248549461365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08077928423881531},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-13560-1_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13560-1_86","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/68024","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/68024","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W115894563","https://openalex.org/W116783586","https://openalex.org/W164785455","https://openalex.org/W197520142","https://openalex.org/W1480376833","https://openalex.org/W1554944419","https://openalex.org/W1571236636","https://openalex.org/W1970325223","https://openalex.org/W1974723855","https://openalex.org/W1978084456","https://openalex.org/W1984617225","https://openalex.org/W1988068488","https://openalex.org/W1998633852","https://openalex.org/W2000445173","https://openalex.org/W2009514068","https://openalex.org/W2014283710","https://openalex.org/W2026952567","https://openalex.org/W2033691722","https://openalex.org/W2035914692","https://openalex.org/W2052992999","https://openalex.org/W2057976525","https://openalex.org/W2060189758","https://openalex.org/W2102201073","https://openalex.org/W2119821739","https://openalex.org/W2142551515","https://openalex.org/W2166907599","https://openalex.org/W2188898494","https://openalex.org/W2335184486","https://openalex.org/W2398260438","https://openalex.org/W2766736793","https://openalex.org/W2911964244","https://openalex.org/W6633737650"],"related_works":["https://openalex.org/W3036649152","https://openalex.org/W2074089485","https://openalex.org/W1991715599","https://openalex.org/W3132021049","https://openalex.org/W2048488252","https://openalex.org/W4289884158","https://openalex.org/W4288365262","https://openalex.org/W2033531685","https://openalex.org/W2940614149","https://openalex.org/W4386365924"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}