{"id":"https://openalex.org/W2342878651","doi":"https://doi.org/10.1109/bhi.2016.7455901","title":"Predicting demand for hospital capacity planning","display_name":"Predicting demand for hospital capacity planning","publication_year":2016,"publication_date":"2016-02-01","ids":{"openalex":"https://openalex.org/W2342878651","doi":"https://doi.org/10.1109/bhi.2016.7455901","mag":"2342878651"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2016.7455901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","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/A5034991787","display_name":"Justin Boyle","orcid":"https://orcid.org/0000-0001-9025-1441"},"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"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Justin Boyle","raw_affiliation_strings":["CSIRO Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086516962","display_name":"Derek Ireland","orcid":"https://orcid.org/0000-0002-5348-1739"},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Derek Ireland","raw_affiliation_strings":["CSIRO Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048653456","display_name":"Fiona Webster","orcid":"https://orcid.org/0000-0002-7318-7713"},"institutions":[{"id":"https://openalex.org/I4210163497","display_name":"Austin Health","ror":"https://ror.org/05dbj6g52","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210163497"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fiona Webster","raw_affiliation_strings":["Austin Health, Australia"],"affiliations":[{"raw_affiliation_string":"Austin Health, Australia","institution_ids":["https://openalex.org/I4210163497"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059325680","display_name":"Kim O\u2019Sullivan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163497","display_name":"Austin Health","ror":"https://ror.org/05dbj6g52","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210163497"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kim O'Sullivan","raw_affiliation_strings":["Austin Health, Australia"],"affiliations":[{"raw_affiliation_string":"Austin Health, Australia","institution_ids":["https://openalex.org/I4210163497"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034991787"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04640519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"328","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.8076749444007874},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5363152623176575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361623167991638},{"id":"https://openalex.org/keywords/capacity-management","display_name":"Capacity management","score":0.5006425380706787},{"id":"https://openalex.org/keywords/resource-planning","display_name":"Resource planning","score":0.4642421007156372},{"id":"https://openalex.org/keywords/emergency-planning","display_name":"Emergency planning","score":0.4604106843471527},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.4295382797718048},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41202688217163086},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.39405933022499084},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.3431704044342041},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.2041444182395935},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1930311918258667},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.15221646428108215},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.14268940687179565},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13063648343086243}],"concepts":[{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.8076749444007874},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5363152623176575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361623167991638},{"id":"https://openalex.org/C191068436","wikidata":"https://www.wikidata.org/wiki/Q2145956","display_name":"Capacity management","level":2,"score":0.5006425380706787},{"id":"https://openalex.org/C2983117007","wikidata":"https://www.wikidata.org/wiki/Q7315831","display_name":"Resource planning","level":2,"score":0.4642421007156372},{"id":"https://openalex.org/C2984703750","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency planning","level":3,"score":0.4604106843471527},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.4295382797718048},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41202688217163086},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.39405933022499084},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3431704044342041},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.2041444182395935},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1930311918258667},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.15221646428108215},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.14268940687179565},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13063648343086243},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2016.7455901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2036231654","https://openalex.org/W2102267249","https://openalex.org/W2161123687","https://openalex.org/W2339609126","https://openalex.org/W2460786675"],"related_works":["https://openalex.org/W2391445208","https://openalex.org/W2382613727","https://openalex.org/W182325004","https://openalex.org/W128761477","https://openalex.org/W1508620658","https://openalex.org/W2791539067","https://openalex.org/W1702829555","https://openalex.org/W4378421046","https://openalex.org/W2124131952","https://openalex.org/W142040806"],"abstract_inverted_index":{"We":[0],"describe":[1],"the":[2,38],"accuracy":[3,26],"validation":[4],"of":[5],"a":[6,13,50],"model":[7],"to":[8,20],"predict":[9],"service":[10],"demand":[11],"in":[12,49,56],"hospital":[14,57],"environment":[15],"and":[16,35,44],"illustrate":[17],"its":[18],"application":[19],"long":[21],"term":[22],"capacity":[23],"planning.":[24],"Forecast":[25],"for":[27],"predicting":[28],"daily":[29],"Emergency":[30],"Department":[31],"presentations,":[32],"inpatient":[33],"admissions":[34],"discharges":[36],"at":[37],"study":[39],"site":[40],"is":[41],"around":[42],"90%,":[43],"forecasts":[45],"can":[46],"be":[47],"visualized":[48],"format":[51],"that":[52],"identifies":[53],"potential":[54],"shortfalls":[55],"capacity.":[58]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
