{"id":"https://openalex.org/W2394636861","doi":"https://doi.org/10.3233/978-1-61499-512-8-334","title":"Using a Snowflake Data Model and Autocompletion to Support Diagnostic Coding in Acute Care Hospitals","display_name":"Using a Snowflake Data Model and Autocompletion to Support Diagnostic Coding in Acute Care Hospitals","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2394636861","doi":"https://doi.org/10.3233/978-1-61499-512-8-334","mag":"2394636861","pmid":"https://pubmed.ncbi.nlm.nih.gov/25991161"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-512-8-334","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-334","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-512-8-334","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025743782","display_name":"Joseph Noussa-Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Noussa-Yao Joseph","raw_affiliation_strings":["INSERM, UMR_S 1138, CRC, Team 22, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, UMR_S 1138, CRC, Team 22, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210092322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077720613","display_name":"Abdelali Boussadi","orcid":"https://orcid.org/0000-0002-9897-9020"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Boussadi Abdelali","raw_affiliation_strings":["INSERM, UMR_S 1138, CRC, Team 22, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, UMR_S 1138, CRC, Team 22, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210092322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109075665","display_name":"Monique Richard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102325","display_name":"H\u00f4pital Europ\u00e9en Georges-Pompidou","ror":"https://ror.org/016vx5156","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210102325","https://openalex.org/I4210120235"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Richard Monique","raw_affiliation_strings":["H\u00f4pital Europ\u00e9en Georges Pompidou (HEGP), Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H\u00f4pital Europ\u00e9en Georges Pompidou (HEGP), Paris, France","institution_ids":["https://openalex.org/I4210102325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074883217","display_name":"Didier Heudes","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Heudes Didier","raw_affiliation_strings":["INSERM, UMR_S 1138, CRC, Team 22, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, UMR_S 1138, CRC, Team 22, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210092322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091605347","display_name":"Patrice Degoulet","orcid":"https://orcid.org/0000-0002-5574-9428"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Degoulet Patrice","raw_affiliation_strings":["INSERM, UMR_S 1138, CRC, Team 22, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, UMR_S 1138, CRC, Team 22, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210092322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14730539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"210","issue":null,"first_page":"334","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.5568000078201294,"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/T14400","display_name":"Medical Coding and Health Information","score":0.5568000078201294,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.21629999577999115,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.05689999833703041,"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/snowflake","display_name":"Snowflake","score":0.6786096692085266},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6421070694923401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5093668699264526},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.36237668991088867},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30800706148147583},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16736680269241333},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0887698233127594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.048919111490249634}],"concepts":[{"id":"https://openalex.org/C54059038","wikidata":"https://www.wikidata.org/wiki/Q550147","display_name":"Snowflake","level":3,"score":0.6786096692085266},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6421070694923401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5093668699264526},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.36237668991088867},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30800706148147583},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16736680269241333},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0887698233127594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.048919111490249634},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","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":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039061","descriptor_name":"Systematized Nomenclature of Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D063886","descriptor_name":"Patient Discharge Summaries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063886","descriptor_name":"Patient Discharge Summaries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063886","descriptor_name":"Patient Discharge Summaries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-512-8-334","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-334","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:25991161","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25991161","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-512-8-334","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-334","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W2331374196","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W2097553621","https://openalex.org/W1995515455","https://openalex.org/W2080531066"],"abstract_inverted_index":{"PURPOSE:":[0],"Efficient":[1],"and":[2,15,42,65],"adequate":[3],"coding":[4,28,132],"is":[5],"essential":[6],"for":[7,25],"all":[8],"hospitals":[9],"to":[10,104,130],"optimize":[11],"funding,":[12],"follow":[13],"activity,":[14],"perform":[16],"epidemiological":[17],"studies.":[18],"OBJECTIVE:":[19],"We":[20],"propose":[21],"an":[22],"autocompletion":[23,45,60],"method":[24],"optimizing":[26],"diagnostic":[27,51,88],"in":[29,108,116],"acute":[30],"care":[31],"hospitals.":[32],"METHODS:":[33],"Using":[34],"a":[35,48,68,84,127],"terminology":[36],"snowflake":[37],"model":[38],"integrating":[39],"SNOMED":[40],"3.5":[41],"ICD-10":[43],"codes,":[44],"algorithms":[46],"generate":[47],"list":[49,86],"of":[50,70,78,87,96,119],"expressions":[52,121],"from":[53],"partial":[54],"input":[55],"concepts.":[56],"RESULTS:":[57],"A":[58],"general":[59],"component":[61],"has":[62],"been":[63],"developed":[64],"tested":[66],"on":[67],"set":[69],"inpatient":[71],"summary":[72],"reports.":[73,110],"Concepts":[74,92],"expressed":[75,93],"as":[76,94],"strings":[77,97],"three":[79],"or":[80,90],"four":[81],"characters":[82],"return":[83,98],"noisy":[85],"labels":[89,106],"codes.":[91],"groups":[95],"lists":[99],"that":[100],"are":[101],"semantically":[102],"close":[103],"the":[105,117,120],"present":[107],"hospital":[109],"The":[111],"most":[112],"pertinent":[113],"information":[114],"lies":[115],"length":[118],"entered.":[122],"CONCLUSION:":[123],"Autocompletion":[124],"can":[125],"be":[126],"complementary":[128],"tool":[129],"existing":[131],"support":[133],"systems.":[134]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}