{"id":"https://openalex.org/W4281618325","doi":"https://doi.org/10.3233/shti220173","title":"Automatic Patient Fall Outcome Extraction Using Narrative Incident Reports","display_name":"Automatic Patient Fall Outcome Extraction Using Narrative Incident Reports","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281618325","doi":"https://doi.org/10.3233/shti220173","pmid":"https://pubmed.ncbi.nlm.nih.gov/35673112"},"language":"en","primary_location":{"id":"doi:10.3233/shti220173","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220173","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220173","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://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220173","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100612858","display_name":"Jiaxing Liu","orcid":"https://orcid.org/0000-0001-9691-8470"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxing Liu","raw_affiliation_strings":["School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024939512","display_name":"Zoie Shui-Yee Wong","orcid":"https://orcid.org/0000-0003-4499-9779"},"institutions":[{"id":"https://openalex.org/I4210092806","display_name":"St. Luke's International University","ror":"https://ror.org/00e5yzw53","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210092806"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zoie S.Y. Wong","raw_affiliation_strings":["Graduate School of Public Health, St. Luke\u2019s International University, Tokyo, Japan","Graduate School of Public Health, St. Luke's International University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Public Health, St. Luke\u2019s International University, Tokyo, Japan","institution_ids":["https://openalex.org/I4210092806"]},{"raw_affiliation_string":"Graduate School of Public Health, St. Luke's International University, Tokyo, Japan","institution_ids":["https://openalex.org/I4210092806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046629785","display_name":"Hing\u2010yu So","orcid":"https://orcid.org/0000-0002-8397-8965"},"institutions":[{"id":"https://openalex.org/I2802582348","display_name":"Alice Ho Miu Ling Nethersole Hospital","ror":"https://ror.org/01g171x08","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294586568","https://openalex.org/I2802582348"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"H.Y. So","raw_affiliation_strings":["Alice Ho Miu Ling Nethersole Hospital, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Alice Ho Miu Ling Nethersole Hospital, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2802582348"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100612858"],"corresponding_institution_ids":["https://openalex.org/I158934434"],"apc_list":null,"apc_paid":null,"fwci":4.6667,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93055556,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"290","issue":null,"first_page":"724","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.9632999897003174,"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"}},"topics":[{"id":"https://openalex.org/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.9632999897003174,"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"}},{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.9039000272750854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.6623917818069458},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5878164768218994},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.5859880447387695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5636122822761536},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.43613487482070923},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3604118824005127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35920149087905884}],"concepts":[{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6623917818069458},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5878164768218994},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.5859880447387695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5636122822761536},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.43613487482070923},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3604118824005127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35920149087905884},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","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":"D012308","descriptor_name":"Risk Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012308","descriptor_name":"Risk Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012308","descriptor_name":"Risk Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D033262","descriptor_name":"Narration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033262","descriptor_name":"Narration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033262","descriptor_name":"Narration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220173","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220173","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220173","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:35673112","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35673112","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/shti220173","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220173","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220173","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":[],"awards":[{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7355680185","display_name":null,"funder_award_id":"18H03336","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7752643416","display_name":null,"funder_award_id":"Japan","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281618325.pdf","grobid_xml":"https://content.openalex.org/works/W4281618325.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1484803329","https://openalex.org/W2031798142","https://openalex.org/W2087049905","https://openalex.org/W2095168490","https://openalex.org/W2128955428","https://openalex.org/W2134179227","https://openalex.org/W2213982568","https://openalex.org/W2263224247","https://openalex.org/W2621588820","https://openalex.org/W2730031097","https://openalex.org/W2970941904","https://openalex.org/W2979560044","https://openalex.org/W3160709615","https://openalex.org/W6629451012"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W4206637278","https://openalex.org/W2781247653","https://openalex.org/W4386005305","https://openalex.org/W3082051559","https://openalex.org/W1682621979","https://openalex.org/W4386214543","https://openalex.org/W1969988626","https://openalex.org/W3173198409","https://openalex.org/W1571672972"],"abstract_inverted_index":{"Patient":[0],"outcome":[1,115],"is":[2],"one":[3],"of":[4,24,42,65,101,121],"the":[5,25,40,63,75,99,119],"key":[6],"information":[7],"categories":[8],"in":[9,112],"incident":[10,48,70],"reporting.":[11],"Being":[12],"able":[13],"to":[14,38,86,105],"extract":[15],"meaningful":[16],"patient":[17,43,114,123],"fall":[18,33,47,113],"outcomes":[19,44,124],"would":[20],"allow":[21],"better":[22,88],"analysis":[23],"consequences":[26],"and":[27,62,81,117],"possible":[28],"mitigating":[29],"actions":[30],"for":[31],"in-hospital":[32],"incidents.":[34],"This":[35],"study":[36,96],"aims":[37],"automate":[39],"extraction":[41],"from":[45],"narrative":[46],"reports":[49],"by":[50],"decomposing":[51],"this":[52],"into":[53],"three":[54,93],"classification":[55,72,109,116],"subtasks:":[56],"injured":[57],"or":[58],"not,":[59],"injury":[60],"types,":[61],"number":[64],"injuries.":[66],"Implementing":[67],"an":[68,102],"existing":[69],"report":[71],"(IRC)":[73],"framework,":[74],"experimental":[76],"results":[77],"demonstrated":[78],"that":[79],"oversampling":[80],"structured":[82],"features":[83],"were":[84],"effective":[85],"achieve":[87],"overall":[89],"performances":[90],"across":[91],"all":[92],"subtasks.":[94],"The":[95],"further":[97],"validated":[98],"application":[100],"IRC":[103],"framework":[104],"deal":[106],"with":[107],"imbalanced":[108],"problems":[110],"found":[111],"advanced":[118],"science":[120],"automatic":[122],"extraction.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
