{"id":"https://openalex.org/W2216888608","doi":null,"title":"Mining association rules from a pediatric primary care decision support system.","display_name":"Mining association rules from a pediatric primary care decision support system.","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2216888608","mag":"2216888608","pmid":"https://pubmed.ncbi.nlm.nih.gov/11079873","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/2243862"},"language":"en","primary_location":{"id":"pmid:11079873","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11079873","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,"listed_in":[],"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":"Proceedings. AMIA Symposium","raw_type":"Evaluation Study"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC2243862/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049466027","display_name":"Stephen M. Downs","orcid":"https://orcid.org/0000-0003-1843-108X","observed_orcids":["https://orcid.org/0000-0003-1843-108X"]},"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":"S M Downs","raw_affiliation_strings":["Departments of Pediatrics and Biomedical Engineering, University of North Carolina at Chapel Hill, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Pediatrics and Biomedical Engineering, University of North Carolina at Chapel Hill, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047949046","display_name":"Michael Y. Wallace","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M Y Wallace","raw_affiliation_strings":["University of North Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.187,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.77923293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.8589000105857849,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.8589000105857849,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.125900000333786,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.008999999612569809,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/association-rule-mining","display_name":"association rule mining","score":0.8619999885559082},{"id":"https://openalex.org/keywords/pediatric-primary-care","display_name":"pediatric primary care","score":0.8679999709129333},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.9869999885559082},{"id":"https://openalex.org/keywords/unsupervised-data-mining","display_name":"unsupervised data mining","score":0.8479999899864197},{"id":"https://openalex.org/keywords/pattern-discovery","display_name":"pattern discovery","score":0.6259999871253967},{"id":"https://openalex.org/keywords/health-risk-behaviors","display_name":"health risk behaviors","score":0.777999997138977},{"id":"https://openalex.org/keywords/tobacco-smoke-exposure","display_name":"tobacco smoke exposure","score":0.9179999828338623},{"id":"https://openalex.org/keywords/chronic-cardiopulmonary-disease","display_name":"chronic cardiopulmonary disease","score":0.9390000104904175},{"id":"https://openalex.org/keywords/developmental-screening","display_name":"developmental screening","score":0.8080000281333923},{"id":"https://openalex.org/keywords/poverty","display_name":"poverty","score":0.45500001311302185}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7543997764587402},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5080201625823975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47873160243034363},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.4756747782230377},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4582262933254242},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37235701084136963},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3695874810218811},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2254987359046936},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","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":"D010372","descriptor_name":"Pediatrics","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014028","descriptor_name":"Tobacco Smoke Pollution","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"pmid:11079873","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11079873","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,"listed_in":[],"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":"Proceedings. AMIA Symposium","raw_type":"Evaluation Study"},{"id":"pmh:oai:pubmedcentral.nih.gov:2243862","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC2243862/","pdf_url":null,"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,"listed_in":[],"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":"Proc AMIA Symp","raw_type":"Text"},{"id":"mag:2216888608","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11079873","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:2243862","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC2243862/","pdf_url":null,"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,"listed_in":[],"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":"Proc AMIA Symp","raw_type":"Text"},"sustainable_development_goals":[{"score":0.98580002784729,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2735276001","display_name":"DUKE-UNC TRAINING PROGRAM IN MEDICAL INFORMATICS","funder_award_id":"T15LM007071","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2001730719","https://openalex.org/W2081717305","https://openalex.org/W2099296535","https://openalex.org/W2135307785"],"related_works":["https://openalex.org/W2755761608","https://openalex.org/W2398066056","https://openalex.org/W7101193316","https://openalex.org/W2951577259","https://openalex.org/W2960184663","https://openalex.org/W2587085784","https://openalex.org/W2115989188","https://openalex.org/W7214148296","https://openalex.org/W1527865782","https://openalex.org/W174550609"],"abstract_inverted_index":{"The":[0,28,55,93,105,113,160],"purpose":[1],"of":[2,22,52,123,165],"this":[3],"study":[4],"was":[5,31],"to":[6,13,69,157,176],"apply":[7],"an":[8],"unsupervised":[9,166],"data":[10,17,29,79,167,175],"mining":[11,168],"algorithm":[12,68,94,129],"a":[14,40,63,118,121],"database":[15,56],"containing":[16],"collected":[18],"at":[19,49],"the":[20,34,50,78,82,87,128,163],"point":[21],"care":[23],"for":[24],"clinical":[25,174],"decision":[26],"support.":[27],"set":[30],"taken":[32],"from":[33,77],"Child":[35],"Health":[36],"Improvement":[37],"Program":[38],"(CHIP),":[39],"preventive":[41],"services":[42],"tracking":[43],"and":[44,72,80,100,136,153],"reminder":[45],"system":[46],"in":[47],"use":[48],"University":[51],"North":[53],"Carolina.":[54],"contains":[57],"over":[58],"30,000":[59],"visits.":[60],"We":[61],"used":[62],"previously":[64,186],"described":[65,91,151],"pattern":[66],"discovery":[67],"extract":[70],"2nd":[71,97,114],"3rd":[73,102,106],"order":[74,98,103,107,115],"association":[75,171],"rules":[76],"reviewed":[81],"literature":[83],"two":[84],"see":[85],"if":[86],"associations":[88,99,108,116,183],"had":[89],"been":[90,150,155],"before.":[92],"discovered":[95,130],"16":[96],"103":[101],"associations.":[104,180],"contained":[109],"no":[110],"new":[111],"information.":[112],"demonstrated":[117],"covariance":[119],"among":[120],"range":[122],"health":[124],"risk":[125],"behaviors.":[126],"Additionally,":[127],"that":[131],"both":[132],"tobacco":[133],"smoke":[134],"exposure":[135],"chronic":[137],"cardiopulmonary":[138],"disease":[139],"are":[140],"associated":[141],"with":[142],"failure":[143],"on":[144,172],"developmental":[145],"screens.":[146],"These":[147],"relationships":[148],"have":[149,154],"before":[152],"attributed":[156],"underlying":[158],"poverty.":[159],"work":[161],"demonstrates":[162],"ability":[164],"by":[169,190],"rule":[170],"sparse":[173],"discover":[177],"clinically":[178],"important":[179],"However,":[181],"many":[182],"may":[184],"be":[185],"known":[187],"or":[188],"explained":[189],"confounding":[191],"variables.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}