{"id":"https://openalex.org/W4394931666","doi":"https://doi.org/10.1186/s12911-024-02486-3","title":"Decision discovery using clinical decision support system decision log data for supporting the nurse decision-making process","display_name":"Decision discovery using clinical decision support system decision log data for supporting the nurse decision-making process","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394931666","doi":"https://doi.org/10.1186/s12911-024-02486-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/38637792"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02486-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02486-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02486-3","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02486-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047965198","display_name":"Matthijs Berkhout","orcid":"https://orcid.org/0000-0003-3708-3658"},"institutions":[{"id":"https://openalex.org/I173063890","display_name":"University of Applied Sciences Utrecht","ror":"https://ror.org/028z9kw20","country_code":"NL","type":"education","lineage":["https://openalex.org/I173063890"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Matthijs Berkhout","raw_affiliation_strings":["Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands. Matthijs.berkhout@hu.nl","Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands. Matthijs.berkhout@hu.nl","institution_ids":["https://openalex.org/I173063890"]},{"raw_affiliation_string":"Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands","institution_ids":["https://openalex.org/I173063890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001673623","display_name":"Koen Smit","orcid":"https://orcid.org/0000-0002-9790-6241"},"institutions":[{"id":"https://openalex.org/I173063890","display_name":"University of Applied Sciences Utrecht","ror":"https://ror.org/028z9kw20","country_code":"NL","type":"education","lineage":["https://openalex.org/I173063890"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Koen Smit","raw_affiliation_strings":["Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands","institution_ids":["https://openalex.org/I173063890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087195576","display_name":"Johan Versendaal","orcid":"https://orcid.org/0000-0003-2776-9541"},"institutions":[{"id":"https://openalex.org/I173063890","display_name":"University of Applied Sciences Utrecht","ror":"https://ror.org/028z9kw20","country_code":"NL","type":"education","lineage":["https://openalex.org/I173063890"]},{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Johan Versendaal","raw_affiliation_strings":["Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands","Open University of the Netherlands, Valkenburgerweg 177, Heerlen, 6419 AT, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Ethics, HU University of Applied Sciences Utrecht, Heidelberglaan 15, Utrecht, 3584 CS, The Netherlands","institution_ids":["https://openalex.org/I173063890"]},{"raw_affiliation_string":"Open University of the Netherlands, Valkenburgerweg 177, Heerlen, 6419 AT, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047965198"],"corresponding_institution_ids":["https://openalex.org/I173063890"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":1.15,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7663617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"100","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.23659999668598175,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.23659999668598175,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.11129999905824661,"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.05290000140666962,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6915764808654785},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6447064876556396},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6083066463470459},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.589138925075531},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5674067139625549},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5281327366828918},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.5246781706809998},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45648619532585144},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.45016416907310486},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.4484527111053467},{"id":"https://openalex.org/keywords/decision-making","display_name":"Decision-making","score":0.4448695182800293},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.44347354769706726},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4338938593864441},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43330270051956177},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42504438757896423},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.4214444160461426},{"id":"https://openalex.org/keywords/evidential-reasoning-approach","display_name":"Evidential reasoning approach","score":0.4139370322227478},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.3701786994934082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33541399240493774},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.31953907012939453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09087231755256653},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08272033929824829}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6915764808654785},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6447064876556396},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6083066463470459},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.589138925075531},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5674067139625549},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5281327366828918},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.5246781706809998},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45648619532585144},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.45016416907310486},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.4484527111053467},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.4448695182800293},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.44347354769706726},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4338938593864441},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43330270051956177},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42504438757896423},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.4214444160461426},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.4139370322227478},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3701786994934082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33541399240493774},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.31953907012939453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09087231755256653},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08272033929824829},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","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":"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":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-024-02486-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02486-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02486-3","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:38637792","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38637792","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11025262","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11025262","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11025262/pdf/12911_2024_Article_2486.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:be0afe6b3561480f9690f9f2a3f2598d","is_oa":true,"landing_page_url":"https://doaj.org/article/be0afe6b3561480f9690f9f2a3f2598d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-16 (2024)","raw_type":"article"},{"id":"pmh:oai:research.ou.nl:publications/6bfb90d2-7e67-4acb-9fef-cf459738e9e3","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/6bfb90d2-7e67-4acb-9fef-cf459738e9e3","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Berkhout, M, Smit, K & Versendaal, J 2024, 'Decision discovery using clinical decision support system decision log data for supporting the nurse decision-making process', BMC Medical Informatics and Decision Making, vol. 24, no. 1, 100. https://doi.org/10.1186/s12911-024-02486-3","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02486-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02486-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02486-3","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394931666.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W49973284","https://openalex.org/W54348722","https://openalex.org/W1521313042","https://openalex.org/W1548728152","https://openalex.org/W1826790618","https://openalex.org/W1833977909","https://openalex.org/W1969625656","https://openalex.org/W1975273460","https://openalex.org/W1992418075","https://openalex.org/W2004512400","https://openalex.org/W2004910511","https://openalex.org/W2026235260","https://openalex.org/W2030535407","https://openalex.org/W2046370754","https://openalex.org/W2111175405","https://openalex.org/W2121394390","https://openalex.org/W2134443897","https://openalex.org/W2136922540","https://openalex.org/W2142827986","https://openalex.org/W2239810687","https://openalex.org/W2288249179","https://openalex.org/W2340709770","https://openalex.org/W2342628030","https://openalex.org/W2416677955","https://openalex.org/W2479714872","https://openalex.org/W2484598348","https://openalex.org/W2490342012","https://openalex.org/W2498503053","https://openalex.org/W2504801784","https://openalex.org/W2522469357","https://openalex.org/W2553867843","https://openalex.org/W2587913344","https://openalex.org/W2621116759","https://openalex.org/W2801287189","https://openalex.org/W2884449598","https://openalex.org/W2927642672","https://openalex.org/W2980542546","https://openalex.org/W3005522280","https://openalex.org/W3035866364","https://openalex.org/W3131182288","https://openalex.org/W3151685851","https://openalex.org/W4210368146","https://openalex.org/W4210774160","https://openalex.org/W4235795568","https://openalex.org/W4248340382","https://openalex.org/W4280619105","https://openalex.org/W4290992026"],"related_works":["https://openalex.org/W2259218756","https://openalex.org/W646492873","https://openalex.org/W787402332","https://openalex.org/W1523254661","https://openalex.org/W2376574686","https://openalex.org/W76277348","https://openalex.org/W82626187","https://openalex.org/W1910369405","https://openalex.org/W2369814984","https://openalex.org/W4306181635"],"abstract_inverted_index":{"BACKGROUND:":[0],"Decision-making":[1],"in":[2,8],"healthcare":[3,173],"is":[4,15,87],"increasingly":[5],"complex;":[6],"notably":[7],"hospital":[9],"environments":[10],"where":[11],"the":[12,36,54,67,70,73,76,79,84,90,95,108,116,139,142,166,169,178],"information":[13],"density":[14],"high,":[16],"e.g.,":[17],"emergency":[18],"departments,":[19,21],"oncology":[20],"and":[22,56,81,92,110,118,136,145,163,183],"psychiatry":[23],"departments.":[24],"This":[25],"study":[26],"aims":[27],"to":[28,34,48,72,176],"discover":[29],"decisions":[30,131,140,155],"from":[31,66,132,159],"logged":[32],"data":[33],"improve":[35],"decision-making":[37,170],"process.":[38],"METHODS:":[39],"The":[40,60,105],"Design":[41],"Science":[42],"Research":[43],"Methodology":[44],"(DSRM)":[45],"was":[46,97,126],"chosen":[47],"design":[49,80,109],"an":[50,100,113],"artifact":[51],"(algorithm)":[52],"for":[53,115,128,165],"discovery":[55,117],"visualization":[57,119],"of":[58,69,75,112,120,168,172,181],"decisions.":[59,121],"DSRM's":[61],"different":[62],"activities":[63],"are":[64],"explained,":[65],"definition":[68],"problem":[71],"evaluation":[74,93,180],"artifact.":[77],"During":[78,89],"development":[82],"activities,":[83,94],"algorithm":[85,96,114,125],"itself":[86],"created.":[88],"demonstration":[91],"tested":[98],"with":[99],"authentic":[101],"synthetic":[102],"dataset.":[103],"RESULTS:":[104],"results":[106],"show":[107,153],"simulation":[111],"A":[122],"fuzzy":[123],"classifier":[124],"adapted":[127],"(1)":[129],"discovering":[130],"a":[133,160],"decision":[134,161],"log":[135,162],"(2)":[137],"visualizing":[138],"using":[141],"Decision":[143],"Model":[144],"Notation":[146],"standard.":[147],"CONCLUSIONS:":[148],"In":[149],"this":[150],"paper,":[151],"we":[152],"that":[154],"can":[156],"be":[157],"discovered":[158],"visualized":[164],"improvement":[167],"process":[171],"professionals":[174],"or":[175],"support":[177],"periodic":[179],"protocols":[182],"guidelines.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}