{"id":"https://openalex.org/W2077190762","doi":"https://doi.org/10.1109/cbms.2012.6266380","title":"Supporting clinical trials to predict adverse events in the brain trauma domain","display_name":"Supporting clinical trials to predict adverse events in the brain trauma domain","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2077190762","doi":"https://doi.org/10.1109/cbms.2012.6266380","mag":"2077190762"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2012.6266380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","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/A5009124608","display_name":"Anthony Stell","orcid":"https://orcid.org/0000-0003-4819-9883"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Anthony Stell","raw_affiliation_strings":["Melbourne eResearch Group, University of Melbourne, Melbourne, Australia","Melbourne eResearch Group, University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Melbourne eResearch Group, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Melbourne eResearch Group, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039872140","display_name":"Richard Sinnott","orcid":"https://orcid.org/0000-0001-5998-222X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Richard Sinnott","raw_affiliation_strings":["Melbourne eResearch Group, University of Melbourne, Melbourne, Australia","Melbourne eResearch Group, University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Melbourne eResearch Group, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Melbourne eResearch Group, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088070466","display_name":"Rob Donald","orcid":"https://orcid.org/0000-0001-5301-0219"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rob Donald","raw_affiliation_strings":["Department of Statistics, University of Glasgow, Glasgow, UK","Department of Statistics, University of Glasgow, UK,"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"Department of Statistics, University of Glasgow, UK,","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109188466","display_name":"Iain Chambers","orcid":null},"institutions":[{"id":"https://openalex.org/I2801184099","display_name":"James Cook University Hospital","ror":"https://ror.org/02vqh3346","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801184099","https://openalex.org/I286970279"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iain Chambers","raw_affiliation_strings":["Department of Medical Physics, James Cook University Hospital, Middlesbrough, UK","Department of Medical Physics, The James Cook University Hospital, Middlesbrough, UK"],"affiliations":[{"raw_affiliation_string":"Department of Medical Physics, James Cook University Hospital, Middlesbrough, UK","institution_ids":["https://openalex.org/I2801184099"]},{"raw_affiliation_string":"Department of Medical Physics, The James Cook University Hospital, Middlesbrough, UK","institution_ids":["https://openalex.org/I2801184099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088222616","display_name":"Giuseppe Citerio","orcid":"https://orcid.org/0000-0002-5374-3161"},"institutions":[{"id":"https://openalex.org/I4210110840","display_name":"Azienda Ospedaliera San Gerardo","ror":"https://ror.org/01xf83457","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210110840"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Citerio","raw_affiliation_strings":["Neurorianimazione Hospital San Gerardo, Monza, Italy","Neurorianimazione, Hospital San Gerardo, Monza, Italy"],"affiliations":[{"raw_affiliation_string":"Neurorianimazione Hospital San Gerardo, Monza, Italy","institution_ids":["https://openalex.org/I4210110840"]},{"raw_affiliation_string":"Neurorianimazione, Hospital San Gerardo, Monza, Italy","institution_ids":["https://openalex.org/I4210110840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082050889","display_name":"Per Enblad","orcid":"https://orcid.org/0000-0003-4364-1919"},"institutions":[{"id":"https://openalex.org/I1342360035","display_name":"Uppsala University Hospital","ror":"https://ror.org/01apvbh93","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1342360035"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Per Enblad","raw_affiliation_strings":["Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","Dept of Neurosurgery, Uppsala University Hospital, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","institution_ids":["https://openalex.org/I1342360035"]},{"raw_affiliation_string":"Dept of Neurosurgery, Uppsala University Hospital, Sweden","institution_ids":["https://openalex.org/I1342360035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043365502","display_name":"Barbara Gregson","orcid":"https://orcid.org/0000-0003-4868-9137"},"institutions":[{"id":"https://openalex.org/I2799497974","display_name":"North Tyneside General Hospital","ror":"https://ror.org/01zy11s57","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799497974","https://openalex.org/I2801009177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Barbara Gregson","raw_affiliation_strings":["Department of Neurosurgery, Newcastle General Hospital, Newcastle, UK","Dept of Neurosurgery, Newcastle General Hospital, UK"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Newcastle General Hospital, Newcastle, UK","institution_ids":["https://openalex.org/I2799497974"]},{"raw_affiliation_string":"Dept of Neurosurgery, Newcastle General Hospital, UK","institution_ids":["https://openalex.org/I2799497974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110361814","display_name":"Tim Howells","orcid":null},"institutions":[{"id":"https://openalex.org/I1342360035","display_name":"Uppsala University Hospital","ror":"https://ror.org/01apvbh93","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1342360035"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tim Howells","raw_affiliation_strings":["Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","Dept of Neurosurgery, Uppsala University Hospital, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","institution_ids":["https://openalex.org/I1342360035"]},{"raw_affiliation_string":"Dept of Neurosurgery, Uppsala University Hospital, Sweden","institution_ids":["https://openalex.org/I1342360035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108238523","display_name":"Karl Kiening","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl Kiening","raw_affiliation_strings":["Neurosurgery Ruprecht-Karls-Universitat Hospital, Heidelberg, Germany","Neurosurgery, Ruprecht-Karls-Universitat Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Neurosurgery Ruprecht-Karls-Universitat Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Neurosurgery, Ruprecht-Karls-Universitat Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039654763","display_name":"Pelle Nilsson","orcid":null},"institutions":[{"id":"https://openalex.org/I1342360035","display_name":"Uppsala University Hospital","ror":"https://ror.org/01apvbh93","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1342360035"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Pelle Nilsson","raw_affiliation_strings":["Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","Dept of Neurosurgery, Uppsala University Hospital, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden","institution_ids":["https://openalex.org/I1342360035"]},{"raw_affiliation_string":"Dept of Neurosurgery, Uppsala University Hospital, Sweden","institution_ids":["https://openalex.org/I1342360035"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arminas Ragauskas","orcid":null},"institutions":[{"id":"https://openalex.org/I172574986","display_name":"Kaunas University of Technology","ror":"https://ror.org/01me6gb93","country_code":"LT","type":"education","lineage":["https://openalex.org/I172574986"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Arminas Ragauskas","raw_affiliation_strings":["Telematics Sc. Laboratory, Kaunas University of Technology, Kaunas, Lithuania","Telematics Sc. Lab, Kaunas University of Technology, Lithuania"],"affiliations":[{"raw_affiliation_string":"Telematics Sc. Laboratory, Kaunas University of Technology, Kaunas, Lithuania","institution_ids":["https://openalex.org/I172574986"]},{"raw_affiliation_string":"Telematics Sc. Lab, Kaunas University of Technology, Lithuania","institution_ids":["https://openalex.org/I172574986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038000235","display_name":"Juan Sahuquillo","orcid":"https://orcid.org/0000-0003-0713-5875"},"institutions":[{"id":"https://openalex.org/I4210127641","display_name":"Vall d'Hebron Hospital Universitari","ror":"https://ror.org/03ba28x55","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210127641"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Sahuquillo","raw_affiliation_strings":["Neurosurgery, Vall d'Hebron University Hospital, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Neurosurgery, Vall d'Hebron University Hospital, Barcelona, Spain","institution_ids":["https://openalex.org/I4210127641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107967265","display_name":"Ian Piper","orcid":"https://orcid.org/0000-0003-1434-6347"},"institutions":[{"id":"https://openalex.org/I2802050120","display_name":"Southern General Hospital","ror":"https://ror.org/04wvkky61","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800201399","https://openalex.org/I2802050120"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Piper","raw_affiliation_strings":["Department of Clinical Physics, Southern General Hospital, Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Physics, Southern General Hospital, Glasgow, UK","institution_ids":["https://openalex.org/I2802050120"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5009124608"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14000861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"136","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9681000113487244,"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"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9681000113487244,"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"}},{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9225000143051147,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.6720412969589233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6200533509254456},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5858482718467712},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5573133826255798},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4465640187263489},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36669450998306274},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3358590602874756},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3239279091358185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21564918756484985}],"concepts":[{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.6720412969589233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6200533509254456},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5858482718467712},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5573133826255798},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4465640187263489},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36669450998306274},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3358590602874756},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3239279091358185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21564918756484985},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cbms.2012.6266380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/284389","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/284389","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/32679","is_oa":false,"landing_page_url":"http://hdl.handle.net/11343/32679","pdf_url":null,"source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"25th International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1491555408","https://openalex.org/W1590425590","https://openalex.org/W2029409133","https://openalex.org/W2046479752","https://openalex.org/W2064237523","https://openalex.org/W2082715858","https://openalex.org/W2113412798","https://openalex.org/W2119464836","https://openalex.org/W2141679059","https://openalex.org/W3009581209","https://openalex.org/W6677641684"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281","https://openalex.org/W2079194830"],"abstract_inverted_index":{"There":[0],"are":[1],"many":[2],"serious":[3],"and":[4,18,38,55,108,120],"acute":[5],"physiological":[6,72],"conditions":[7],"about":[8],"which":[9,66],"we":[10],"have":[11],"incomplete":[12],"medical":[13],"knowledge.":[14],"To":[15],"address":[16,77],"this":[17,104],"develop":[19],"effective":[20],"treatments":[21],"it":[22,45],"is":[23,33,46,114],"often":[24,43],"the":[25,60,78,87,106,111,118,123],"case":[26],"that":[27],"a":[28,50,98],"wealth":[29],"of":[30,52,81,83,110,122],"clinical":[31,101,124],"data":[32,42,73],"required":[34],"for":[35],"collection,":[36],"analysis":[37],"feedback.":[39],"Whilst":[40],"such":[41],"exists":[44],"typically":[47],"held":[48],"in":[49,86],"variety":[51],"different":[53],"formats":[54],"locations.":[56],"This":[57,91],"paper":[58],"describes":[59],"EU":[61],"FP7-funded":[62],"Avert-IT":[63],"project":[64],"(www.avert-it.org),":[65],"has":[67,93],"developed":[68],"an":[69],"integrated,":[70],"real-time":[71],"infrastructure":[74],"(ICUnet)":[75],"to":[76,96],"specific":[79],"issue":[80],"prediction":[82],"hypotensive":[84],"events":[85],"brain":[88],"trauma":[89],"domain.":[90],"system":[92,113],"been":[94],"used":[95],"support":[97],"major":[99],"multi-centre":[100],"trial.":[102,125],"In":[103],"paper,":[105],"implementation":[107],"application":[109],"ICUnet":[112],"described,":[115],"followed":[116],"by":[117],"design":[119],"results":[121]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
