{"id":"https://openalex.org/W2122565800","doi":"https://doi.org/10.1136/amiajnl-2014-002955","title":"Innovative information visualization of electronic health record data: a systematic review","display_name":"Innovative information visualization of electronic health record data: a systematic review","publication_year":2014,"publication_date":"2014-10-21","ids":{"openalex":"https://openalex.org/W2122565800","doi":"https://doi.org/10.1136/amiajnl-2014-002955","mag":"2122565800","pmid":"https://pubmed.ncbi.nlm.nih.gov/25336597"},"language":"en","primary_location":{"id":"doi:10.1136/amiajnl-2014-002955","is_oa":false,"landing_page_url":"https://doi.org/10.1136/amiajnl-2014-002955","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4394966","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050019388","display_name":"Vivian West","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vivian L West","raw_affiliation_strings":["1 Duke Center for Health Informatics, Duke University, Durham, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"1 Duke Center for Health Informatics, Duke University, Durham, North Carolina, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001966756","display_name":"David Borland","orcid":"https://orcid.org/0000-0002-0162-4080"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Borland","raw_affiliation_strings":["2 The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"2 The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006026433","display_name":"W. Ed Hammond","orcid":"https://orcid.org/0000-0003-2395-7676"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W Ed Hammond","raw_affiliation_strings":["1 Duke Center for Health Informatics, Duke University, Durham, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"1 Duke Center for Health Informatics, Duke University, Durham, North Carolina, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050019388"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":16.0585,"has_fulltext":false,"cited_by_count":233,"citation_normalized_percentile":{"value":0.99356709,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"2","first_page":"330","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11719","display_name":"Data Quality and Management","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8388100266456604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7453567385673523},{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.61197429895401},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5673205852508545},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5558256506919861},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5519471168518066},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5206172466278076},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.48218169808387756},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.47896960377693176},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3724650740623474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34684890508651733}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8388100266456604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453567385673523},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.61197429895401},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5673205852508545},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5558256506919861},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5519471168518066},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5206172466278076},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.48218169808387756},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.47896960377693176},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3724650740623474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34684890508651733},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001296","descriptor_name":"Audiovisual Aids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001296","descriptor_name":"Audiovisual Aids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001296","descriptor_name":"Audiovisual Aids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001296","descriptor_name":"Audiovisual Aids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001296","descriptor_name":"Audiovisual Aids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1136/amiajnl-2014-002955","is_oa":false,"landing_page_url":"https://doi.org/10.1136/amiajnl-2014-002955","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:25336597","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25336597","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:4394966","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4394966","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4394966","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4394966","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338280","display_name":"Medical Research and Materiel Command","ror":"https://ror.org/03cd02q50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W18057524","https://openalex.org/W24835790","https://openalex.org/W73198697","https://openalex.org/W100905993","https://openalex.org/W113442038","https://openalex.org/W246286872","https://openalex.org/W259909490","https://openalex.org/W601509190","https://openalex.org/W1506965148","https://openalex.org/W1516293359","https://openalex.org/W1552606629","https://openalex.org/W1588261490","https://openalex.org/W1651029321","https://openalex.org/W1889022985","https://openalex.org/W1980069539","https://openalex.org/W1995522051","https://openalex.org/W1995933144","https://openalex.org/W2037677650","https://openalex.org/W2047257058","https://openalex.org/W2056155546","https://openalex.org/W2058745787","https://openalex.org/W2109076134","https://openalex.org/W2111838686","https://openalex.org/W2113081107","https://openalex.org/W2117871219","https://openalex.org/W2119572926","https://openalex.org/W2122060742","https://openalex.org/W2128938146","https://openalex.org/W2138990422","https://openalex.org/W2155843307","https://openalex.org/W2156098321","https://openalex.org/W2171826173","https://openalex.org/W2527276559","https://openalex.org/W2581819629","https://openalex.org/W2618814260","https://openalex.org/W2991792334","https://openalex.org/W4294215472","https://openalex.org/W6600758339","https://openalex.org/W6602992747","https://openalex.org/W6604151336","https://openalex.org/W6634956725","https://openalex.org/W6636957614","https://openalex.org/W6678876983","https://openalex.org/W6685210674"],"related_works":["https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W2147893003","https://openalex.org/W2035418841","https://openalex.org/W2547096368","https://openalex.org/W2520625499","https://openalex.org/W2105200106","https://openalex.org/W1938514595"],"abstract_inverted_index":{"With":[0],"the":[1,5,11],"burgeoning":[2],"increase":[3],"in":[4,22],"amount":[6],"of":[7],"electronic":[8],"healthcare":[9],"data,":[10],"potential":[12],"for":[13],"knowledge":[14],"discovery":[15],"is":[16],"significant":[17],"if":[18],"data":[19],"are":[20],"managed":[21],"innovative":[23],"and":[24,44],"effective":[25],"ways.":[26],"We":[27],"identify":[28],"challenges":[29],"discovered":[30],"by":[31],"previous":[32],"EHR":[33],"visualization":[34,46],"research,":[35],"which":[36],"will":[37],"help":[38],"researchers":[39],"who":[40],"seek":[41],"to":[42],"design":[43],"improve":[45],"techniques.":[47]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":24},{"year":2015,"cited_by_count":11}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
