{"id":"https://openalex.org/W4392607832","doi":"https://doi.org/10.1109/jbhi.2024.3374783","title":"Surgery Duration Prediction Using Multi-Task Feature Selection","display_name":"Surgery Duration Prediction Using Multi-Task Feature Selection","publication_year":2024,"publication_date":"2024-03-08","ids":{"openalex":"https://openalex.org/W4392607832","doi":"https://doi.org/10.1109/jbhi.2024.3374783","pmid":"https://pubmed.ncbi.nlm.nih.gov/38457316"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3374783","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3374783","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10463134.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10463134.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038886007","display_name":"David Azriel","orcid":"https://orcid.org/0000-0002-9569-576X"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"David Azriel","raw_affiliation_strings":["Faculty of Data and Decision Sciences, Technion Israel Institute of Technology, Technion City, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Data and Decision Sciences, Technion Israel Institute of Technology, Technion City, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089509398","display_name":"Yosef Rinott","orcid":"https://orcid.org/0000-0002-3850-4779"},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yosef Rinott","raw_affiliation_strings":["Department of Statistics and Federmann Center for the Study of Rationality, The Hebrew University of Jerusalem, Jerusalem, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Federmann Center for the Study of Rationality, The Hebrew University of Jerusalem, Jerusalem, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035602223","display_name":"Orna Tal","orcid":"https://orcid.org/0000-0003-2379-9102"},"institutions":[{"id":"https://openalex.org/I4210114157","display_name":"Assaf Harofeh Medical Center","ror":"https://ror.org/02722hp10","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I4210114157"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Orna Tal","raw_affiliation_strings":["Medical Management Department, Shamir Medical Center (Assaf Harofeh), Tzrifin, Israel"],"affiliations":[{"raw_affiliation_string":"Medical Management Department, Shamir Medical Center (Assaf Harofeh), Tzrifin, Israel","institution_ids":["https://openalex.org/I4210114157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027289089","display_name":"Benyamine Abbou","orcid":"https://orcid.org/0000-0003-4135-0122"},"institutions":[{"id":"https://openalex.org/I2801607793","display_name":"Hillel Yaffe Medical Center","ror":"https://ror.org/01a6tsm75","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2801607793"]},{"id":"https://openalex.org/I4210114157","display_name":"Assaf Harofeh Medical Center","ror":"https://ror.org/02722hp10","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I4210114157"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Benyamine Abbou","raw_affiliation_strings":["Medical Management Department, Hillel-Yaffe Medical Center, Hadera, Israel","Medical Management Department, Shamir Medical Center (Assaf Harofeh), Israel"],"affiliations":[{"raw_affiliation_string":"Medical Management Department, Hillel-Yaffe Medical Center, Hadera, Israel","institution_ids":["https://openalex.org/I2801607793"]},{"raw_affiliation_string":"Medical Management Department, Shamir Medical Center (Assaf Harofeh), Israel","institution_ids":["https://openalex.org/I4210114157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080111333","display_name":"Nadav Rappoport","orcid":"https://orcid.org/0000-0002-7218-2558"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nadav Rappoport","raw_affiliation_strings":["Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038886007"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":2.9767,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89360031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"28","issue":"7","first_page":"4216","last_page":"4223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9952999949455261,"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":0.9952999949455261,"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":0.9932000041007996,"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/T10916","display_name":"Surgical Simulation and Training","score":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.6765533089637756},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6270178556442261},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5485570430755615},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.5234441161155701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5075432062149048},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4922467768192291},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4400361180305481},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3718830347061157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34263575077056885},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10724145174026489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765533089637756},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6270178556442261},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5485570430755615},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.5234441161155701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5075432062149048},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4922467768192291},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4400361180305481},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3718830347061157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34263575077056885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10724145174026489},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"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":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":"D009873","descriptor_name":"Operating Rooms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009873","descriptor_name":"Operating Rooms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009873","descriptor_name":"Operating Rooms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009873","descriptor_name":"Operating Rooms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009873","descriptor_name":"Operating Rooms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061646","descriptor_name":"Operative Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061646","descriptor_name":"Operative Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061646","descriptor_name":"Operative Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061646","descriptor_name":"Operative Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061646","descriptor_name":"Operative Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3374783","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3374783","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10463134.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38457316","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38457316","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/jbhi.2024.3374783","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3374783","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10463134.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321950","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392607832.pdf","grobid_xml":"https://content.openalex.org/works/W4392607832.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1856914680","https://openalex.org/W2001306131","https://openalex.org/W2026555116","https://openalex.org/W2056168656","https://openalex.org/W2072579231","https://openalex.org/W2089706296","https://openalex.org/W2135046866","https://openalex.org/W2149772057","https://openalex.org/W2896570235","https://openalex.org/W2910374748","https://openalex.org/W3127061531","https://openalex.org/W3196668636","https://openalex.org/W4283593236","https://openalex.org/W4283827065"],"related_works":["https://openalex.org/W2348837382","https://openalex.org/W746329893","https://openalex.org/W4205872570","https://openalex.org/W4245971243","https://openalex.org/W1922805944","https://openalex.org/W4253588120","https://openalex.org/W2383732295","https://openalex.org/W2389015757","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Efficient":[0],"optimization":[1],"of":[2,21,48,111,119,128,150,200,237,280,296,312],"operating":[3],"room":[4],"(OR)":[5],"activity":[6],"poses":[7],"a":[8,65,116,147,176,220,251,277,301],"significant":[9],"challenge":[10],"for":[11,70,78,91,131,153,219,262,304],"hospital":[12,271],"managers":[13,272],"due":[14],"to":[15,31,43,63,81,104,145,166,175,214,258,276,293],"the":[16,22,45,84,105,109,113,126,135,157,163,183,201,205,210,216,227,235,246,260,294,309],"complex":[17],"and":[18,38,54,67,74,83,125,204,240,285,287,299],"risky":[19],"nature":[20],"environment.":[23],"The":[24,99],"traditional":[25],"\"one":[26],"size":[27,160],"fits":[28],"all\"":[29],"approach":[30,141,244,256],"OR":[32,76],"scheduling":[33,112],"is":[34,41],"no":[35],"longer":[36],"practical,":[37],"personalized":[39,297],"medicine":[40,298],"required":[42,218],"meet":[44],"diverse":[46,190],"needs":[47],"patients,":[49,281],"care":[50,275],"providers,":[51],"medical":[52,106],"procedures,":[53],"system":[55],"constraints":[56],"within":[57],"limited":[58],"resources.":[59],"This":[60,290],"paper":[61],"aims":[62],"introduce":[64],"scientific":[66],"practical":[68],"tool":[69,303],"predicting":[71,151],"surgery":[72,92,202,269],"durations":[73],"improving":[75,305],"performance":[77],"maximum":[79],"benefit":[80],"patients":[82],"hospital.":[85],"Previous":[86],"works":[87],"used":[88,130],"machine-learning":[89],"models":[90,100],"duration":[93],"prediction":[94,132],"based":[95,233],"on":[96,134,234],"preoperative":[97],"data.":[98],"consider":[101],"covariates":[102,129,152,207],"known":[103],"staff":[107],"at":[108],"time":[110],"surgery.":[114,222],"Given":[115],"large":[117],"number":[118,127,279],"covariates,":[120],"model":[121,211],"selection":[122],"becomes":[123],"crucial,":[124],"depends":[133],"available":[136],"sample":[137,159],"size.":[138],"Our":[139],"proposed":[140],"utilizes":[142],"multi-task":[143],"regression":[144,171,228],"select":[146],"common":[148],"subset":[149],"all":[154],"tasks":[155,229],"with":[156],"same":[158],"while":[161],"allowing":[162],"model's":[164],"coefficients":[165],"vary":[167],"between":[168,185],"them.":[169,186],"A":[170],"task":[172],"can":[173,273],"refer":[174],"single":[177],"surgeon":[178],"or":[179,182,232],"operation":[180,238],"type":[181,239],"interaction":[184],"By":[187,266],"considering":[188],"these":[189],"factors,":[191],"our":[192,242,255],"method":[193],"provides":[194,300],"an":[195,263],"overall":[196],"more":[197],"accurate":[198],"estimation":[199],"durations,":[203,270],"selected":[206],"that":[208,225],"enter":[209],"may":[212],"help":[213],"identify":[215],"resources":[217],"specific":[221],"We":[223],"found":[224],"when":[226],"were":[230],"surgeon-based":[231],"pair":[236],"surgeon,":[241],"suggested":[243,249],"outperformed":[245],"compared":[247],"baseline":[248,261],"in":[250,308],"previous":[252],"study.":[253],"However,":[254],"failed":[257],"reach":[259],"operation-type-based":[264],"task.":[265],"accurately":[267],"estimating":[268],"provide":[274],"greater":[278],"optimize":[282],"resource":[283],"allocation":[284],"utilization,":[286],"reduce":[288],"waste.":[289],"research":[291],"contributes":[292],"advancement":[295],"valuable":[302],"operational":[306],"efficiency":[307],"dynamic":[310],"world":[311],"medicine.":[313]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}