{"id":"https://openalex.org/W2478848568","doi":"https://doi.org/10.1007/978-3-319-13761-2_42","title":"State of the Art Review: The Data Revolution in Critical Care","display_name":"State of the Art Review: The Data Revolution in Critical Care","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2478848568","doi":"https://doi.org/10.1007/978-3-319-13761-2_42","mag":"2478848568"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-13761-2_42","doi":"https://doi.org/10.1007/978-3-319-13761-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13761-2_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210212735","display_name":"Annual update in intensive care and emergency medicine","issn_l":"2191-5709","issn":["2191-5709","2191-5717"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual Update in Intensive Care and Emergency Medicine","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4302312924","display_name":"Annual Update in Intensive Care and Emergency Medicine 2015"},"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/A5070063054","display_name":"Marzyeh Ghassemi","orcid":"https://orcid.org/0000-0001-6349-7251","observed_orcids":["https://orcid.org/0000-0001-6349-7251"]},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marzyeh Ghassemi","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, USA","institution_ids":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031401755","display_name":"Leo Anthony Celi","orcid":"https://orcid.org/0000-0001-6712-6626","observed_orcids":["https://orcid.org/0000-0001-6712-6626"]},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"L. A. Celi","raw_affiliation_strings":["Harvard-MIT Division of Health Science and Technology, Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Cambridge, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard-MIT Division of Health Science and Technology, Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Cambridge, USA","institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I4210092658","https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048912999","display_name":"David J. Stone","orcid":"https://orcid.org/0000-0003-4855-4283","observed_orcids":["https://orcid.org/0000-0003-4855-4283"]},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. J. Stone","raw_affiliation_strings":["Departments of Anesthesiology and Neurological Surgery, and the Center for Wireless Health, University of Virginia, Charlottesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Anesthesiology and Neurological Surgery, and the Center for Wireless Health, University of Virginia, Charlottesville, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031401755"],"corresponding_institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I4210092658","https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":2.7024,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92300591,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7821999788284302,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7821999788284302,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.12039999663829803,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04820000007748604,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/big-data-in-healthcare","display_name":"big data in healthcare","score":0.8650000095367432},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.875},{"id":"https://openalex.org/keywords/critical-care","display_name":"intensive care","score":0.8299999833106995},{"id":"https://openalex.org/keywords/learning-health-system","display_name":"learning healthcare systems","score":0.7590000033378601},{"id":"https://openalex.org/keywords/data-driven-knowledge","display_name":"data-driven knowledge","score":0.4699999988079071},{"id":"https://openalex.org/keywords/medical-knowledge-extraction","display_name":"medical knowledge extraction","score":0.4519999921321869}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7925145626068115},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6492372751235962},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5416749715805054},{"id":"https://openalex.org/C105152847","wikidata":"https://www.wikidata.org/wiki/Q5021685","display_name":"Call to action","level":2,"score":0.5333248376846313},{"id":"https://openalex.org/C2778132726","wikidata":"https://www.wikidata.org/wiki/Q1096872","display_name":"Digital Revolution","level":2,"score":0.4986882209777832},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4625856578350067},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42370834946632385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.400430828332901},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32932326197624207},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18504035472869873},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16850149631500244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10823145508766174},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09701266884803772},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-13761-2_42","doi":"https://doi.org/10.1007/978-3-319-13761-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13761-2_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210212735","display_name":"Annual update in intensive care and emergency medicine","issn_l":"2191-5709","issn":["2191-5709","2191-5717"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual Update in Intensive Care and Emergency Medicine","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W161697360","https://openalex.org/W1501241011","https://openalex.org/W1538057645","https://openalex.org/W1663973292","https://openalex.org/W1970121563","https://openalex.org/W1976668050","https://openalex.org/W1987777080","https://openalex.org/W1992745512","https://openalex.org/W2010339935","https://openalex.org/W2024737544","https://openalex.org/W2030264402","https://openalex.org/W2030498706","https://openalex.org/W2030582288","https://openalex.org/W2033285750","https://openalex.org/W2033609349","https://openalex.org/W2046766973","https://openalex.org/W2046788142","https://openalex.org/W2058685320","https://openalex.org/W2060502328","https://openalex.org/W2068181924","https://openalex.org/W2069097711","https://openalex.org/W2077298154","https://openalex.org/W2079631204","https://openalex.org/W2080925448","https://openalex.org/W2083880163","https://openalex.org/W2099950616","https://openalex.org/W2112257737","https://openalex.org/W2115200234","https://openalex.org/W2115520954","https://openalex.org/W2129409351","https://openalex.org/W2133203548","https://openalex.org/W2133897481","https://openalex.org/W2144037754","https://openalex.org/W2161299495","https://openalex.org/W2332189434","https://openalex.org/W2335410241","https://openalex.org/W2435306001","https://openalex.org/W2519100293","https://openalex.org/W2944911614","https://openalex.org/W4212863985"],"related_works":["https://openalex.org/W7096247923","https://openalex.org/W2802668759","https://openalex.org/W2905318371","https://openalex.org/W2030264402","https://openalex.org/W2548235813","https://openalex.org/W2902782212","https://openalex.org/W4361862634","https://openalex.org/W3120523588","https://openalex.org/W2935160990","https://openalex.org/W1915788175"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-08-23T00:00:00"}