{"id":"https://openalex.org/W2615223541","doi":"https://doi.org/10.1007/s41060-017-0055-0","title":"Improving predictions of pediatric surgical durations with supervised learning","display_name":"Improving predictions of pediatric surgical durations with supervised learning","publication_year":2017,"publication_date":"2017-05-15","ids":{"openalex":"https://openalex.org/W2615223541","doi":"https://doi.org/10.1007/s41060-017-0055-0","mag":"2615223541"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-017-0055-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0055-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0055-0.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0055-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015593433","display_name":"Neal Master","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Neal Master","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088606320","display_name":"Zhengyuan Zhou","orcid":"https://orcid.org/0000-0002-0005-9411"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengyuan Zhou","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101541021","display_name":"Daniel Miller","orcid":"https://orcid.org/0000-0002-0403-6807"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Miller","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080695385","display_name":"David Scheinker","orcid":"https://orcid.org/0000-0001-5885-8024"},"institutions":[{"id":"https://openalex.org/I1334016132","display_name":"Lucile Packard Children's Hospital","ror":"https://ror.org/05a25vm86","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334016132","https://openalex.org/I4210137306","https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Scheinker","raw_affiliation_strings":["Lucile Packard Children\u2019s Hospital Stanford, Palo Alto, CA, USA","Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lucile Packard Children\u2019s Hospital Stanford, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1334016132"]},{"raw_affiliation_string":"Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1334016132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002056995","display_name":"Nicholas Bambos","orcid":"https://orcid.org/0000-0001-9250-4553"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Bambos","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA","Department of Management Sciences and Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, 350 Serra Mall, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Management Sciences and Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019114258","display_name":"Peter W. Glynn","orcid":"https://orcid.org/0000-0003-1370-6638"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Glynn","raw_affiliation_strings":["Department of Management Sciences and Engineering, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Sciences and Engineering, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015593433"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.7204,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.91585275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"4","issue":"1","first_page":"35","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9919999837875366,"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"}},"topics":[{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9919999837875366,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9142000079154968,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.9023000001907349,"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/metric","display_name":"Metric (unit)","score":0.6926271319389343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6842957735061646},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6222679018974304},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5571969151496887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5257238745689392},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5034193396568298},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.47398796677589417},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4540350139141083},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44407761096954346},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4173092842102051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3499658703804016},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09969228506088257}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6926271319389343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6842957735061646},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6222679018974304},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5571969151496887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5257238745689392},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5034193396568298},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.47398796677589417},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4540350139141083},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44407761096954346},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4173092842102051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3499658703804016},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09969228506088257},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-017-0055-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0055-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0055-0.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s41060-017-0055-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0055-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0055-0.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2615223541.pdf","grobid_xml":"https://content.openalex.org/works/W2615223541.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W598267038","https://openalex.org/W1495858509","https://openalex.org/W1515527612","https://openalex.org/W1594031697","https://openalex.org/W1678356000","https://openalex.org/W1846007483","https://openalex.org/W1966666421","https://openalex.org/W1967868803","https://openalex.org/W1976082818","https://openalex.org/W1978704274","https://openalex.org/W1984256108","https://openalex.org/W1985258161","https://openalex.org/W1993812576","https://openalex.org/W1995078780","https://openalex.org/W2011037478","https://openalex.org/W2011927614","https://openalex.org/W2033691722","https://openalex.org/W2035127303","https://openalex.org/W2039906750","https://openalex.org/W2052992999","https://openalex.org/W2060189758","https://openalex.org/W2063310744","https://openalex.org/W2073738917","https://openalex.org/W2092352466","https://openalex.org/W2096161434","https://openalex.org/W2097415784","https://openalex.org/W2099394962","https://openalex.org/W2101234009","https://openalex.org/W2119821739","https://openalex.org/W2121949863","https://openalex.org/W2154314173","https://openalex.org/W2315284925","https://openalex.org/W2315813197","https://openalex.org/W2330820318","https://openalex.org/W2402358332","https://openalex.org/W2504012385","https://openalex.org/W2566386495","https://openalex.org/W2911964244","https://openalex.org/W3085162807","https://openalex.org/W4210880854","https://openalex.org/W4234195428","https://openalex.org/W6812785690"],"related_works":["https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W2038534795","https://openalex.org/W2384358604","https://openalex.org/W1567829292","https://openalex.org/W3001063351","https://openalex.org/W3196905815","https://openalex.org/W2997457842","https://openalex.org/W2556800355","https://openalex.org/W1997431798"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}