{"id":"https://openalex.org/W2400742754","doi":"https://doi.org/10.3233/978-1-61499-564-7-926","title":"A Development of Automatic Audit System for Written Informed Consent using Machine Learning","display_name":"A Development of Automatic Audit System for Written Informed Consent using Machine Learning","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2400742754","doi":"https://doi.org/10.3233/978-1-61499-564-7-926","mag":"2400742754","pmid":"https://pubmed.ncbi.nlm.nih.gov/26262228"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-564-7-926","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-926","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/A5102237907","display_name":"Hitomi Yamada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111404","display_name":"National Cerebral and Cardiovascular Center","ror":"https://ror.org/01v55qb38","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210111404"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yamada Hitomi","raw_affiliation_strings":["National Cerebral and Cardiovascular Center, Suita, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Cerebral and Cardiovascular Center, Suita, Japan","institution_ids":["https://openalex.org/I4210111404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111929512","display_name":"Tadamasa Takemura","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takemura Tadamasa","raw_affiliation_strings":["Graduate School of Applied Informatics, University of Hyogo, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Informatics, University of Hyogo, Kobe, Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035910713","display_name":"Takahiro Asai","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Asai Takahiro","raw_affiliation_strings":["Graduate School of Applied Informatics, University of Hyogo, Kobe, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Informatics, University of Hyogo, Kobe, Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Okamoto Kazuya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150196","display_name":"Kyoto University Hospital","ror":"https://ror.org/04k6gr834","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210150196"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Okamoto Kazuya","raw_affiliation_strings":["Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, Kyoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, Kyoto, Japan","institution_ids":["https://openalex.org/I4210150196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076816553","display_name":"Tomohiro Kuroda","orcid":"https://orcid.org/0000-0003-1472-7203"},"institutions":[{"id":"https://openalex.org/I4210150196","display_name":"Kyoto University Hospital","ror":"https://ror.org/04k6gr834","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210150196"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kuroda Tomohiro","raw_affiliation_strings":["Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, Kyoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, Kyoto, Japan","institution_ids":["https://openalex.org/I4210150196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022528083","display_name":"Shigeki Kuwata","orcid":"https://orcid.org/0000-0002-5189-4628"},"institutions":[{"id":"https://openalex.org/I4210111404","display_name":"National Cerebral and Cardiovascular Center","ror":"https://ror.org/01v55qb38","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210111404"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kuwata Shigeki","raw_affiliation_strings":["National Cerebral and Cardiovascular Center, Suita, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Cerebral and Cardiovascular Center, Suita, Japan","institution_ids":["https://openalex.org/I4210111404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102237907"],"corresponding_institution_ids":["https://openalex.org/I4210111404"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.13459459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"216","issue":null,"first_page":"926","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12664","display_name":"Clinical practice guidelines implementation","score":0.7541000247001648,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T12664","display_name":"Clinical practice guidelines implementation","score":0.7541000247001648,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.7457000017166138,"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/T13970","display_name":"Pharmacy and Medical Practices","score":0.6571999788284302,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.8111439347267151},{"id":"https://openalex.org/keywords/informed-consent","display_name":"Informed consent","score":0.6636469960212708},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.6121971607208252},{"id":"https://openalex.org/keywords/patient-consent","display_name":"Patient Consent","score":0.5794589519500732},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.5692796111106873},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.5625628232955933},{"id":"https://openalex.org/keywords/patient-care","display_name":"Patient care","score":0.4518364369869232},{"id":"https://openalex.org/keywords/electronic-medical-record","display_name":"Electronic medical record","score":0.4469435214996338},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.441386342048645},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4296095371246338},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4278838634490967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4024505913257599},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3673376441001892},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3404359221458435},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3130814731121063},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.2666984796524048},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20708784461021423},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.15781056880950928},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.13181045651435852}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.8111439347267151},{"id":"https://openalex.org/C68122502","wikidata":"https://www.wikidata.org/wiki/Q764527","display_name":"Informed consent","level":3,"score":0.6636469960212708},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.6121971607208252},{"id":"https://openalex.org/C2908852235","wikidata":"https://www.wikidata.org/wiki/Q764527","display_name":"Patient Consent","level":2,"score":0.5794589519500732},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5692796111106873},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5625628232955933},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.4518364369869232},{"id":"https://openalex.org/C3018060332","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic medical record","level":2,"score":0.4469435214996338},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.441386342048645},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4296095371246338},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4278838634490967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4024505913257599},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3673376441001892},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3404359221458435},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3130814731121063},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.2666984796524048},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20708784461021423},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.15781056880950928},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.13181045651435852},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007258","descriptor_name":"Informed Consent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007258","descriptor_name":"Informed Consent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007258","descriptor_name":"Informed Consent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-564-7-926","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-926","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:26262228","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26262228","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2391441194","https://openalex.org/W2034489805","https://openalex.org/W2182132744","https://openalex.org/W2319754990","https://openalex.org/W4214779231","https://openalex.org/W2421931440","https://openalex.org/W3121779332","https://openalex.org/W142736459","https://openalex.org/W2386164369","https://openalex.org/W2065564607"],"abstract_inverted_index":{"In":[0,20],"Japan,":[1],"most":[2],"of":[3,35,46],"all":[4,22],"the":[5,49],"university":[6],"and":[7,17,54],"advanced":[8],"hospitals":[9],"have":[10],"implemented":[11],"both":[12],"electronic":[13,18],"order":[14],"entry":[15],"systems":[16],"charting.":[19],"addition,":[21],"medical":[23],"records":[24],"are":[25],"subjected":[26],"to":[27,74],"inspector":[28],"audit":[29,63],"for":[30,65],"quality":[31],"assurance.":[32],"The":[33],"record":[34],"informed":[36],"consent":[37,47],"(IC)":[38],"is":[39,72],"very":[40],"important":[41],"as":[42],"this":[43],"provides":[44],"evidence":[45],"from":[48],"patient":[50],"or":[51],"patient's":[52],"family":[53],"health":[55],"care":[56],"provider.":[57],"Therefore,":[58],"we":[59],"developed":[60],"an":[61],"automatic":[62],"system":[64,69],"a":[66],"hospital":[67],"information":[68],"(HIS)":[70],"that":[71],"able":[73],"evaluate":[75],"IC":[76],"automatically":[77],"using":[78],"machine":[79],"learning.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}