{"id":"https://openalex.org/W70940200","doi":null,"title":"Workflow-based Data Reconciliation for Clinical Decision Support: Case of Colorectal Cancer Screening and Surveillance.","display_name":"Workflow-based Data Reconciliation for Clinical Decision Support: Case of Colorectal Cancer Screening and Surveillance.","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W70940200","mag":"70940200","pmid":"https://pubmed.ncbi.nlm.nih.gov/24303280","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/3845748"},"language":"en","primary_location":{"id":"pmh:oai:pubmedcentral.nih.gov:3845748","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3845748","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":"AMIA Jt Summits Transl Sci Proc","raw_type":"Text"},"volume":null,"type":"article","indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3845748","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041082275","display_name":"Kavishwar B. Wagholikar","orcid":"https://orcid.org/0000-0002-6219-861X","observed_orcids":["https://orcid.org/0000-0002-6219-861X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kavishwar Wagholikar","raw_affiliation_strings":["Biomedical Statistics and Informatics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Statistics and Informatics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063986559","display_name":"Sunghwan Sohn","orcid":"https://orcid.org/0000-0001-8256-2602","observed_orcids":["https://orcid.org/0000-0001-8256-2602"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sunghwan Sohn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038428039","display_name":"Stephen Wu","orcid":"https://orcid.org/0000-0002-0031-2560","observed_orcids":["https://orcid.org/0000-0002-0031-2560"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067681266","display_name":"Vinod C. Kaggal","orcid":"https://orcid.org/0000-0003-0944-2211","observed_orcids":["https://orcid.org/0000-0003-0944-2211"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vinod Kaggal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018472389","display_name":"Sheila Buehler","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheila Buehler","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105409082","display_name":"Robert A. Greenes","orcid":"https://orcid.org/0000-0002-4478-5984","observed_orcids":["https://orcid.org/0000-0002-4478-5984"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert A Greenes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082265798","display_name":"Tsung\u2010Teh Wu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tsung-Teh Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031323337","display_name":"David W. Larson","orcid":"https://orcid.org/0000-0001-9177-4586","observed_orcids":["https://orcid.org/0000-0001-9177-4586"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Larson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051769953","display_name":"Hongfang Liu","orcid":"https://orcid.org/0000-0003-2529-7341","observed_orcids":["https://orcid.org/0000-0003-2529-7341"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongfang Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023366156","display_name":"Rajeev Chaudhry","orcid":"https://orcid.org/0000-0003-1249-5656","observed_orcids":["https://orcid.org/0000-0003-1249-5656"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajeev Chaudhry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Lisa Boardman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisa Boardman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3008,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88881135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2013","issue":null,"first_page":"269","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.98580002784729,"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"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.98580002784729,"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/T14400","display_name":"Medical Coding and Health Information","score":0.0031999999191612005,"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":0.003000000026077032,"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/clinical-decision-support","display_name":"clinical decision support","score":0.9200000166893005},{"id":"https://openalex.org/keywords/data-reconciliation","display_name":"data reconciliation","score":0.9929999709129333},{"id":"https://openalex.org/keywords/workflow-analysis","display_name":"workflow analysis","score":0.9580000042915344},{"id":"https://openalex.org/keywords/colorectal-cancer-screening","display_name":"colorectal cancer screening","score":0.9900000095367432},{"id":"https://openalex.org/keywords/colorectal-cancer-surveillance","display_name":"colorectal cancer surveillance","score":0.8859999775886536},{"id":"https://openalex.org/keywords/clinical-documentation","display_name":"clinical documentation","score":0.6639999747276306},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.9599999785423279},{"id":"https://openalex.org/keywords/clinical-guidelines","display_name":"clinical guidelines","score":0.6620000004768372},{"id":"https://openalex.org/keywords/system-performance","display_name":"system performance","score":0.6259999871253967}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8367985486984253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847029328346252},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6823830008506775},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.6502478122711182},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.5680634379386902},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.515231192111969},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4217008948326111},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.351825475692749},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20660701394081116},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20012500882148743},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:pubmedcentral.nih.gov:3845748","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3845748","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":"AMIA Jt Summits Transl Sci Proc","raw_type":"Text"},{"id":"pmid:24303280","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24303280","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":"AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.811.2546","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.811.2546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/1a/d1/AMIA_CRI_2013_269.PMC3845748.pdf","raw_type":"text"},{"id":"mag:70940200","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24303280","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:3845748","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3845748","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":"AMIA Jt Summits Transl Sci Proc","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8560000061988831,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/16","score":0.7300000190734863,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3323908337","display_name":"Time lapse to cancer: defining transition from polyp to colorectal cancer (PQ14)","funder_award_id":"R01CA170357","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G4027483139","display_name":"Natural language processing for clinical and translational research","funder_award_id":"R01GM102282","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W61949634","https://openalex.org/W1490802304","https://openalex.org/W1541954861","https://openalex.org/W1968214225","https://openalex.org/W1989719719","https://openalex.org/W1990994582","https://openalex.org/W2033144557","https://openalex.org/W2097855313","https://openalex.org/W2099846354","https://openalex.org/W2120304536","https://openalex.org/W2120817231","https://openalex.org/W2126092816","https://openalex.org/W2139056371","https://openalex.org/W2147808127","https://openalex.org/W2154022005","https://openalex.org/W2158939484","https://openalex.org/W4301320542"],"related_works":["https://openalex.org/W7011986504","https://openalex.org/W2197880955","https://openalex.org/W2033144557","https://openalex.org/W2785569546","https://openalex.org/W2208687496","https://openalex.org/W2984018553","https://openalex.org/W2209084653","https://openalex.org/W2942974710","https://openalex.org/W3172441075","https://openalex.org/W3087909450"],"abstract_inverted_index":{"A":[0],"major":[1],"barrier":[2],"for":[3,18,62],"computer-based":[4],"clinical":[5,31],"decision":[6,19],"support":[7],"(CDS),":[8],"is":[9,24,39],"the":[10,14,30,56,70,87,108,111],"difficulty":[11],"in":[12,29,125],"obtaining":[13],"patient":[15,145],"information":[16,22],"required":[17],"making.":[20],"The":[21],"gap":[23,38],"often":[25],"due":[26],"to":[27,35,40,75,143],"deficiencies":[28],"documentation.":[32],"One":[33],"approach":[34],"address":[36],"this":[37,52],"gather":[41],"and":[42,66,137],"reconcile":[43],"data":[44,49,77,104,118],"from":[45],"related":[46],"documents":[47],"or":[48],"sources.":[50],"In":[51],"paper":[53],"we":[54,81],"consider":[55],"case":[57],"of":[58,72,86,89,98,110],"a":[59,83,96,122],"CDS":[60,128],"system":[61,93],"colorectal":[63],"cancer":[64],"screening":[65],"surveillance.":[67],"We":[68],"describe":[69],"use":[71,138],"workflow":[73],"analysis":[74,85],"design":[76],"reconciliation":[78,105,119],"processes.":[79],"Further,":[80],"perform":[82],"quantitative":[84],"impact":[88],"these":[90],"processes":[91],"on":[92,133],"performance":[94,109],"using":[95],"dataset":[97],"106":[99],"patients.":[100],"Results":[101],"show":[102],"that":[103,130],"considerably":[106],"improves":[107],"system.":[112],"Our":[113],"study":[114],"demonstrates":[115],"that,":[116],"workflow-based":[117],"can":[120],"play":[121],"vital":[123],"role":[124],"designing":[126],"new-generation":[127],"systems":[129],"are":[131],"based":[132],"complex":[134],"guideline":[135],"models":[136],"natural":[139],"language":[140],"processing":[141],"(NLP)":[142],"obtain":[144],"data.":[146]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}