{"id":"https://openalex.org/W4386272371","doi":"https://doi.org/10.1093/jamia/ocad177","title":"A method to automate the discharge summary hospital course for neurology patients","display_name":"A method to automate the discharge summary hospital course for neurology patients","publication_year":2023,"publication_date":"2023-08-28","ids":{"openalex":"https://openalex.org/W4386272371","doi":"https://doi.org/10.1093/jamia/ocad177","pmid":"https://pubmed.ncbi.nlm.nih.gov/37639624"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocad177","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad177","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10654848/pdf/ocad177.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005789970","display_name":"V. Hartman","orcid":"https://orcid.org/0000-0001-7793-6331"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vince C Hartman","raw_affiliation_strings":["Abstractive Health , New York, NY 10022, United States","Cornell Tech , New York, NY 10044, United States"],"raw_orcid":"https://orcid.org/0000-0001-7793-6331","affiliations":[{"raw_affiliation_string":"Abstractive Health , New York, NY 10022, United States","institution_ids":[]},{"raw_affiliation_string":"Cornell Tech , New York, NY 10044, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006108148","display_name":"Sanika S. Bapat","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sanika S Bapat","raw_affiliation_strings":["Abstractive Health , New York, NY 10022, United States","Cornell Tech , New York, NY 10044, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abstractive Health , New York, NY 10022, United States","institution_ids":[]},{"raw_affiliation_string":"Cornell Tech , New York, NY 10044, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005654647","display_name":"Mark G. Weiner","orcid":"https://orcid.org/0000-0001-5586-9940"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark G Weiner","raw_affiliation_strings":["Department of Medicine, Weill Cornell Medicine , New York, NY 10065, United States","Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States"],"raw_orcid":"https://orcid.org/0000-0001-5586-9940","affiliations":[{"raw_affiliation_string":"Department of Medicine, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]},{"raw_affiliation_string":"Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021022648","display_name":"Babak B. Navi","orcid":"https://orcid.org/0000-0001-8424-6128"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210097825","display_name":"MIND Research Institute","ror":"https://ror.org/00we1gw23","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210097825"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Babak B Navi","raw_affiliation_strings":["Department of Neurology and Feil Family Brain and Mind Research Institute, Weill Cornell Medicine , New York, NY 10065, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology and Feil Family Brain and Mind Research Institute, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I4210097825","https://openalex.org/I205783295","https://openalex.org/I4387153466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089437330","display_name":"Evan Sholle","orcid":"https://orcid.org/0000-0001-9518-4399"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evan T Sholle","raw_affiliation_strings":["Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States"],"raw_orcid":"https://orcid.org/0000-0001-9518-4399","affiliations":[{"raw_affiliation_string":"Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059954337","display_name":"Thomas R. Campion","orcid":"https://orcid.org/0000-0001-7624-769X"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas R Campion","raw_affiliation_strings":["Clinical & Translational Science Center, Weill Cornell Medicine , New York, NY 10065, United States","Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States"],"raw_orcid":"https://orcid.org/0000-0001-7624-769X","affiliations":[{"raw_affiliation_string":"Clinical & Translational Science Center, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]},{"raw_affiliation_string":"Department of Population Health, Weill Cornell Medicine , New York, NY 10065, United States","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005789970","https://openalex.org/A5006108148"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":6.3128,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97307264,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":"12","first_page":"1995","last_page":"2003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.44440001249313354,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.44440001249313354,"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"}},{"id":"https://openalex.org/T12174","display_name":"Hospital Admissions and Outcomes","score":0.1890999972820282,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.0617000013589859,"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/certification","display_name":"Certification","score":0.48759880661964417},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48136550188064575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4726887047290802},{"id":"https://openalex.org/keywords/hospital-discharge","display_name":"Hospital discharge","score":0.4380944073200226},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.42841577529907227},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4150088429450989},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.11184301972389221}],"concepts":[{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.48759880661964417},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48136550188064575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4726887047290802},{"id":"https://openalex.org/C3017624810","wikidata":"https://www.wikidata.org/wiki/Q3259564","display_name":"Hospital discharge","level":2,"score":0.4380944073200226},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.42841577529907227},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4150088429450989},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.11184301972389221},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007297","descriptor_name":"Inpatients","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocad177","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocad177","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:37639624","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37639624","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10654848","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10654848","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10654848/pdf/ocad177.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10654848","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10654848","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10654848/pdf/ocad177.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G1198907661","display_name":null,"funder_award_id":"UL1TR002384","funder_id":"https://openalex.org/F4320332513","funder_display_name":"Weill Cornell Medical College"},{"id":"https://openalex.org/G6292001676","display_name":null,"funder_award_id":"UL1TR002384","funder_id":"https://openalex.org/F4320334499","funder_display_name":"Clinical and Translational Science Center, University of New Mexico"}],"funders":[{"id":"https://openalex.org/F4320332513","display_name":"Weill Cornell Medical College","ror":"https://ror.org/02r109517"},{"id":"https://openalex.org/F4320334499","display_name":"Clinical and Translational Science Center, University of New Mexico","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386272371.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1550258693","https://openalex.org/W1554099380","https://openalex.org/W1780903055","https://openalex.org/W1994256263","https://openalex.org/W2054498864","https://openalex.org/W2074207498","https://openalex.org/W2083840260","https://openalex.org/W2131915193","https://openalex.org/W2146089916","https://openalex.org/W2154022005","https://openalex.org/W2159583324","https://openalex.org/W2181417294","https://openalex.org/W2203104932","https://openalex.org/W2396881363","https://openalex.org/W2563929214","https://openalex.org/W2754518417","https://openalex.org/W2796732196","https://openalex.org/W2802884616","https://openalex.org/W2903023054","https://openalex.org/W2989925457","https://openalex.org/W3036120435","https://openalex.org/W3098960752","https://openalex.org/W3115021520","https://openalex.org/W3121250149","https://openalex.org/W3170450419","https://openalex.org/W3217693898","https://openalex.org/W4286376847","https://openalex.org/W4297845970","https://openalex.org/W6730651458","https://openalex.org/W6843584521"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Generation":[1],"of":[2,22,33,101,116,127,135,174],"automated":[3,19,56,129,160],"clinical":[4],"notes":[5],"has":[6],"been":[7],"posited":[8],"as":[9,131],"a":[10,23,119,164,171,176],"strategy":[11],"to":[12,97,157],"mitigate":[13],"physician":[14,177],"burnout.":[15],"In":[16,47,118],"particular,":[17],"an":[18,55,102,114,159],"narrative":[20],"summary":[21,36,166],"patient's":[24],"hospital":[25,30,61,167],"stay":[26],"could":[27],"supplement":[28],"the":[29,34,48,60,98,128,133,139,155],"course":[31,62,168],"section":[32,63],"discharge":[35,165],"that":[37,169],"inpatient":[38],"physicians":[39,124],"document":[40],"in":[41],"electronic":[42],"health":[43],"record":[44],"(EHR)":[45],"systems.":[46],"current":[49],"study,":[50],"we":[51,87],"developed":[52],"and":[53,75,78,89],"evaluated":[54],"method":[57,140,161],"for":[58,80,162],"summarizing":[59],"using":[64,91],"encoder-decoder":[65],"sequence-to-sequence":[66],"transformer":[67],"models.":[68],"MATERIALS":[69],"AND":[70,146],"METHODS:":[71],"We":[72],"fine-tuned":[73],"BERT":[74],"BART":[76],"models":[77],"optimized":[79],"factuality":[81],"through":[82],"constraining":[83],"beam":[84],"search,":[85],"which":[86,137],"trained":[88],"tested":[90],"EHR":[92],"data":[93],"from":[94],"patients":[95],"admitted":[96],"neurology":[99],"unit":[100],"academic":[103],"medical":[104],"center.":[105],"RESULTS:":[106],"The":[107],"approach":[108],"demonstrated":[109],"good":[110],"ROUGE":[111],"scores":[112],"with":[113],"R-2":[115],"13.76.":[117],"blind":[120],"evaluation,":[121],"2":[122],"board-certified":[123],"rated":[125],"62%":[126],"summaries":[130],"meeting":[132],"standard":[134],"care,":[136],"suggests":[138],"may":[141],"be":[142],"useful":[143],"clinically.":[144],"DISCUSSION":[145],"CONCLUSION:":[147],"To":[148],"our":[149],"knowledge,":[150],"this":[151],"study":[152],"is":[153],"among":[154],"first":[156],"demonstrate":[158],"generating":[163],"approaches":[170],"quality":[172],"level":[173],"what":[175],"would":[178],"write.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":11}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}