{"id":"https://openalex.org/W2179283465","doi":"https://doi.org/10.1186/s12911-015-0218-7","title":"A richly interactive exploratory data analysis and visualization tool using electronic medical records","display_name":"A richly interactive exploratory data analysis and visualization tool using electronic medical records","publication_year":2015,"publication_date":"2015-11-12","ids":{"openalex":"https://openalex.org/W2179283465","doi":"https://doi.org/10.1186/s12911-015-0218-7","mag":"2179283465","pmid":"https://pubmed.ncbi.nlm.nih.gov/26563282"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-015-0218-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-015-0218-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-015-0218-7","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/s12911-015-0218-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047776698","display_name":"Chih\u2010Wei Huang","orcid":"https://orcid.org/0000-0002-2551-6199"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Wei Huang","raw_affiliation_strings":["Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109275457","display_name":"Richard Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Richard Lu","raw_affiliation_strings":["Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011338774","display_name":"Usman Iqbal","orcid":"https://orcid.org/0000-0002-0614-123X"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Usman Iqbal","raw_affiliation_strings":["Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066503865","display_name":"Shen-Hsien Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shen-Hsien Lin","raw_affiliation_strings":["Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112422616","display_name":"Ph\u1ee5ng Anh Nguy\u1ec5n","orcid":"https://orcid.org/0009-0004-2832-9614"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Phung Anh Nguyen","raw_affiliation_strings":["Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058108838","display_name":"Hsuan\u2010Chia Yang","orcid":"https://orcid.org/0000-0001-9198-0697"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]},{"id":"https://openalex.org/I4210087697","display_name":"National Yang Ming University Hospital","ror":"https://ror.org/003xdw211","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210087697"]},{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsuan-Chia Yang","raw_affiliation_strings":["Institute of Biomedical Informatics, National Yang Ming University, Taipei, Taiwan","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Informatics, National Yang Ming University, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210087697","https://openalex.org/I148366613"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067864288","display_name":"Chunfu Wang","orcid":"https://orcid.org/0000-0002-7843-3549"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-Fu Wang","raw_affiliation_strings":["Department of Computer Science, University of California-Davis, Davis, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California-Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056362617","display_name":"Jianping Kelvin Li","orcid":"https://orcid.org/0000-0002-7702-7450"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianping Li","raw_affiliation_strings":["Department of Computer Science, University of California-Davis, Davis, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California-Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037161857","display_name":"Kwan\u2010Liu Ma","orcid":"https://orcid.org/0000-0001-8086-0366"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwan-Liu Ma","raw_affiliation_strings":["Department of Computer Science, University of California-Davis, Davis, CA, USA. ma@cs.ucdavis.edu","Department of Computer Science, University of California-Davis, Davis, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California-Davis, Davis, CA, USA. ma@cs.ucdavis.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, University of California-Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112623798","display_name":"Yu\u2010Chuan Li","orcid":"https://orcid.org/0000-0001-6497-4232"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chuan Li","raw_affiliation_strings":["Department of Dermatology, Wan-Fang Hospital, Taipei, Taiwan. jaak88@gmail.com","Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan. jaak88@gmail.com","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan. jaak88@gmail.com","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Wan-Fang Hospital, Taipei, Taiwan. jaak88@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan. jaak88@gmail.com","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan. jaak88@gmail.com","institution_ids":[]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064417740","display_name":"Wen\u2010Shan Jian","orcid":"https://orcid.org/0000-0002-1739-4398"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wen-Shan Jian","raw_affiliation_strings":["Faculty of Health Sciences, Macau University of Science and Technology, Macau, China. jj@tmu.edu.tw","International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan. jj@tmu.edu.tw","School of Health Care Administration, Taipei Medical University, Taipei, Taiwan. jj@tmu.edu.tw","School of Health Care Administration, Taipei Medical University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, Macau University of Science and Technology, Macau, China. jj@tmu.edu.tw","institution_ids":[]},{"raw_affiliation_string":"International Center for Health Information Technology (ICHIT), Taipei Medical University, Taipei, Taiwan. jj@tmu.edu.tw","institution_ids":[]},{"raw_affiliation_string":"School of Health Care Administration, Taipei Medical University, Taipei, Taiwan. jj@tmu.edu.tw","institution_ids":[]},{"raw_affiliation_string":"School of Health Care Administration, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5064417740"],"corresponding_institution_ids":["https://openalex.org/I47519274"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.2445,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.92086248,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"92","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9926000237464905,"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":0.9926000237464905,"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":0.9922999739646912,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9909999966621399,"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":0.7184010744094849},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.6213456988334656},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5706159472465515},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5053034424781799},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.495792955160141},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4879578948020935},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.4704990088939667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4598802328109741},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4493022561073303},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.4429122805595398},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38903456926345825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35277795791625977},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32619473338127136},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22424304485321045},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18329691886901855}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184010744094849},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.6213456988334656},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5706159472465515},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5053034424781799},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.495792955160141},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4879578948020935},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.4704990088939667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4598802328109741},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4493022561073303},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.4429122805595398},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38903456926345825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35277795791625977},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32619473338127136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22424304485321045},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18329691886901855},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068456","descriptor_name":"Clinical Studies as Topic","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000068456","descriptor_name":"Clinical Studies as Topic","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000068456","descriptor_name":"Clinical Studies as Topic","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","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":"D009313","descriptor_name":"National Health Programs","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D009313","descriptor_name":"National Health Programs","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D009313","descriptor_name":"National Health Programs","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","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},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-015-0218-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-015-0218-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-015-0218-7","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:26563282","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26563282","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:ark:/13030/qt625513m1","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt625513m1","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/625513m1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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 Medical Informatics and Decision Making, vol 15, iss 1","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3616739","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4643519","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-015-0218-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-015-0218-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-015-0218-7","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":[],"awards":[{"id":"https://openalex.org/G5921281487","display_name":null,"funder_award_id":"number","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332564","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2179283465.pdf","grobid_xml":"https://content.openalex.org/works/W2179283465.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W266012109","https://openalex.org/W1034019924","https://openalex.org/W1594453896","https://openalex.org/W1932144848","https://openalex.org/W1982231152","https://openalex.org/W1988711344","https://openalex.org/W1988761558","https://openalex.org/W2004910511","https://openalex.org/W2018304927","https://openalex.org/W2029966033","https://openalex.org/W2030391899","https://openalex.org/W2064962717","https://openalex.org/W2069711147","https://openalex.org/W2095509263","https://openalex.org/W2109076134","https://openalex.org/W2111495777","https://openalex.org/W2111736285","https://openalex.org/W2113081107","https://openalex.org/W2115108438","https://openalex.org/W2122060742","https://openalex.org/W2133013573","https://openalex.org/W2138461665","https://openalex.org/W2142349824","https://openalex.org/W2149472792","https://openalex.org/W2150085383","https://openalex.org/W2155843307","https://openalex.org/W2167797188","https://openalex.org/W2171826173","https://openalex.org/W2184267723","https://openalex.org/W2324042828","https://openalex.org/W2327525319","https://openalex.org/W2331744559","https://openalex.org/W2626517634","https://openalex.org/W2745437966","https://openalex.org/W4205337489","https://openalex.org/W4233482358","https://openalex.org/W4239950209","https://openalex.org/W4241850560","https://openalex.org/W4251304284","https://openalex.org/W4299298909"],"related_works":["https://openalex.org/W1964999418","https://openalex.org/W3173544188","https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W2096373083","https://openalex.org/W2104025928","https://openalex.org/W1574055964"],"abstract_inverted_index":{"We":[0],"developed":[1],"a":[2,20],"visual":[3,33],"mining":[4],"system":[5],"to":[6],"support":[7],"exploratory":[8],"data":[9],"analysis":[10,30],"of":[11,22,54],"multi-dimensional":[12],"categorical":[13],"EMR":[14],"data.":[15],"By":[16],"using":[17],"CKD":[18],"as":[19,39],"model":[21],"disease,":[23],"it":[24],"was":[25],"assembled":[26],"by":[27],"automated":[28],"correlational":[29],"and":[31,51],"human-curated":[32],"evaluation.":[34],"The":[35],"visualization":[36],"methods":[37],"such":[38],"Sankey":[40],"diagram":[41],"can":[42],"reveal":[43],"useful":[44],"knowledge":[45],"about":[46],"the":[47,52,55],"particular":[48],"disease":[49,56],"cohort":[50],"trajectories":[53],"over":[57],"time.":[58]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
