{"id":"https://openalex.org/W2396547065","doi":"https://doi.org/10.3233/978-1-61499-512-8-506","title":"A European inventory of data elements for patient recruitment","display_name":"A European inventory of data elements for patient recruitment","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2396547065","doi":"https://doi.org/10.3233/978-1-61499-512-8-506","mag":"2396547065","pmid":"https://pubmed.ncbi.nlm.nih.gov/25991199"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-512-8-506","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-506","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5060914252","display_name":"Justin Doods","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]},{"id":"https://openalex.org/I4210103666","display_name":"University Hospital M\u00fcnster","ror":"https://ror.org/01856cw59","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210103666"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Doods Justin","raw_affiliation_strings":["Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464","https://openalex.org/I4210103666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054692820","display_name":"Caroline Lafitte","orcid":null},"institutions":[{"id":"https://openalex.org/I3018075036","display_name":"Sanofi (France)","ror":"https://ror.org/02n6c9837","country_code":"FR","type":"company","lineage":["https://openalex.org/I3018075036"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lafitte Caroline","raw_affiliation_strings":["Sanofi R&D - Feasibility Management Department - 1 rue Pierre Brossolette - 91385 CHILLY MAZARIN, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanofi R&D - Feasibility Management Department - 1 rue Pierre Brossolette - 91385 CHILLY MAZARIN, France","institution_ids":["https://openalex.org/I3018075036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049179267","display_name":"Nadine Ulliac-Sagnes","orcid":null},"institutions":[{"id":"https://openalex.org/I3018075036","display_name":"Sanofi (France)","ror":"https://ror.org/02n6c9837","country_code":"FR","type":"company","lineage":["https://openalex.org/I3018075036"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ulliac-Sagnes Nadine","raw_affiliation_strings":["Sanofi R&D - Feasibility Management Department - 1 rue Pierre Brossolette - 91385 CHILLY MAZARIN, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanofi R&D - Feasibility Management Department - 1 rue Pierre Brossolette - 91385 CHILLY MAZARIN, France","institution_ids":["https://openalex.org/I3018075036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061283993","display_name":"Johan Proeve","orcid":null},"institutions":[{"id":"https://openalex.org/I67348948","display_name":"Bayer (Germany)","ror":"https://ror.org/04hmn8g73","country_code":"DE","type":"company","lineage":["https://openalex.org/I67348948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Proeve Johan","raw_affiliation_strings":["Global Strategy and Development Advisor, Global Data Sciences and Analytics, Bayer Vital GmbH, BV-PH-MED-GDSA, 51368 Leverkusen, K 9, 413, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Strategy and Development Advisor, Global Data Sciences and Analytics, Bayer Vital GmbH, BV-PH-MED-GDSA, 51368 Leverkusen, K 9, 413, Germany","institution_ids":["https://openalex.org/I67348948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073036016","display_name":"Florence Botteri","orcid":null},"institutions":[{"id":"https://openalex.org/I1283582996","display_name":"Novartis (Switzerland)","ror":"https://ror.org/02f9zrr09","country_code":"CH","type":"company","lineage":["https://openalex.org/I1283582996"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Botteri Florence","raw_affiliation_strings":["Novartis Pharma AG, CH-4002 Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Novartis Pharma AG, CH-4002 Basel, Switzerland","institution_ids":["https://openalex.org/I1283582996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054286307","display_name":"Robert E. Walls","orcid":null},"institutions":[{"id":"https://openalex.org/I118019719","display_name":"Roche (Switzerland)","ror":"https://ror.org/00by1q217","country_code":"CH","type":"company","lineage":["https://openalex.org/I118019719"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Walls Robert","raw_affiliation_strings":["Real World Data Science, F.Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Real World Data Science, F.Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland","institution_ids":["https://openalex.org/I118019719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046534481","display_name":"Andy Sykes","orcid":"https://orcid.org/0000-0003-2257-4841"},"institutions":[{"id":"https://openalex.org/I188950975","display_name":"GlaxoSmithKline (United Kingdom)","ror":"https://ror.org/01xsqw823","country_code":"GB","type":"company","lineage":["https://openalex.org/I188950975"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sykes Andy","raw_affiliation_strings":["Projects, Clinical Platforms & Sciences - Metabolic Pathways and Cardiovascular, GlaxoSmithKline, 1-3 Iron Bridge Road, Stockley ParkUxbridge, UK UB11 1BT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Projects, Clinical Platforms & Sciences - Metabolic Pathways and Cardiovascular, GlaxoSmithKline, 1-3 Iron Bridge Road, Stockley ParkUxbridge, UK UB11 1BT","institution_ids":["https://openalex.org/I188950975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002071945","display_name":"Martin Dugas","orcid":"https://orcid.org/0000-0001-9740-0788"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]},{"id":"https://openalex.org/I4210103666","display_name":"University Hospital M\u00fcnster","ror":"https://ror.org/01856cw59","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210103666"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dugas Martin","raw_affiliation_strings":["Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464","https://openalex.org/I4210103666"]}]},{"author_position":"last","author":{"id":null,"display_name":"Fritz Fleur","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]},{"id":"https://openalex.org/I4210103666","display_name":"University Hospital M\u00fcnster","ror":"https://ror.org/01856cw59","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210103666"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fritz Fleur","raw_affiliation_strings":["Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University M\u00fcnster, Albert-Schweitzer-Campus 1/A11, D-48149 M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464","https://openalex.org/I4210103666"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5060914252"],"corresponding_institution_ids":["https://openalex.org/I22465464","https://openalex.org/I4210103666"],"apc_list":null,"apc_paid":null,"fwci":8.3659,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.98317308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"210","issue":null,"first_page":"506","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8382999897003174,"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"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8382999897003174,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.06080000102519989,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.030700000002980232,"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/computer-science","display_name":"Computer science","score":0.392879456281662},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3591742515563965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.392879456281662},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3591742515563965}],"mesh":[{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005060","descriptor_name":"Europe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005060","descriptor_name":"Europe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005060","descriptor_name":"Europe","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-512-8-506","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-506","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:25991199","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25991199","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1495377470","https://openalex.org/W1967985363","https://openalex.org/W1995899261","https://openalex.org/W2039234374","https://openalex.org/W2058337746","https://openalex.org/W2103268859","https://openalex.org/W2103851489","https://openalex.org/W2111678566","https://openalex.org/W2135781475","https://openalex.org/W2161266591","https://openalex.org/W2165067209"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"INTRODUCTION:":[0],"In":[1],"the":[2,31,44,153],"last":[3],"few":[4],"years":[5],"much":[6],"work":[7,143],"has":[8],"been":[9],"conducted":[10],"in":[11,102,158,170],"creating":[12],"systems":[13],"that":[14,43,145,166],"support":[15],"clinical":[16],"trials":[17],"for":[18,35,57,87,117,177,180],"example":[19,181],"by":[20,182],"utilizing":[21],"electronic":[22,159,173],"health":[23,160,174],"record":[24,175],"data.":[25],"One":[26],"of":[27,84,111,152,155,172],"these":[28,106,156],"endeavours":[29],"is":[30,49,162],"Electronic":[32],"Health":[33],"Record":[34],"Clinical":[36],"Research":[37],"project":[38,45],"(EHR4CR).":[39],"An":[40,150],"unanswered":[41],"question":[42],"aims":[46],"to":[47,80,127,168],"answer":[48],"which":[50,100],"data":[51,85,95,114,176],"elements":[52,72,76,86,96,115,157],"are":[53,148],"most":[54],"commonly":[55],"required":[56],"patient":[58,118],"recruitment.":[59],"METHODS:":[60],"Free":[61],"text":[62],"eligibility":[63],"criteria":[64],"from":[65,97,137],"40":[66,98],"studies":[67],"were":[68,73],"analysed,":[69],"simplified":[70,92],"and":[71,93,120,124],"extracted.":[74],"These":[75],"where":[77],"then":[78],"added":[79],"an":[81,109],"existing":[82],"inventory":[83,110],"protocol":[88],"feasibility.":[89],"RESULTS:":[90],"We":[91],"extracted":[94],"trials,":[99],"resulted":[101],"1170":[103],"elements.":[104],"From":[105],"we":[107],"created":[108,134],"150":[112],"unique":[113],"relevant":[116],"identification":[119],"recruitment":[121],"with":[122,135,141],"definitions":[123],"referenced":[125],"codes":[126],"standard":[128],"terminologies.":[129],"DISCUSSION:":[130],"Our":[131],"list":[132],"was":[133],"expertise":[136],"pharmaceutical":[138],"companies.":[139],"Comparisons":[140],"related":[142],"shows":[144],"identified":[146],"concepts":[147],"similar.":[149],"evaluation":[151],"availability":[154],"records":[161],"still":[163],"ongoing.":[164],"Hospitals":[165],"want":[167],"engage":[169],"re-use":[171],"research":[178],"purposes,":[179],"joining":[183],"networks":[184],"like":[185],"EHR4CR,":[186],"can":[187],"now":[188],"prioritize":[189],"their":[190],"effort":[191],"based":[192],"on":[193],"this":[194],"list.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}