{"id":"https://openalex.org/W4399285723","doi":"https://doi.org/10.1007/978-3-031-59717-6_9","title":"Heuristic-Based Extraction and\u00a0Unigram Analysis of\u00a0Nursing Free Text Data Residing in\u00a0Large EHR Clinical Notes","display_name":"Heuristic-Based Extraction and\u00a0Unigram Analysis of\u00a0Nursing Free Text Data Residing in\u00a0Large EHR Clinical Notes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399285723","doi":"https://doi.org/10.1007/978-3-031-59717-6_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-59717-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-59717-6_9","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016350336","display_name":"Syed Mohtashim Abbas Bokhari","orcid":"https://orcid.org/0000-0003-0666-8653"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Syed Mohtashim Abbas Bokhari","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008387715","display_name":"Kriste Krstovski","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kriste Krstovski","raw_affiliation_strings":["Columbia Business School, Columbia University, New York, NY, USA","Data Science Institute, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Columbia Business School, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Data Science Institute, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043020552","display_name":"Jennifer Withall","orcid":"https://orcid.org/0000-0001-7984-6604"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Withall","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050718264","display_name":"Rachel Lee","orcid":"https://orcid.org/0000-0002-0392-5848"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Lee","raw_affiliation_strings":["School of Nursing, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Nursing, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055661680","display_name":"Patricia C. Dykes","orcid":"https://orcid.org/0000-0003-4597-0732"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I889937125","display_name":"National Patient Safety Foundation","ror":"https://ror.org/01df6fw27","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I889937125"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patricia Dykes","raw_affiliation_strings":["BWH Center for Patient Safety, Research and Practice, Boston, MA, USA","Harvard Medical School, Brigham and Women\u2019s Hospital, Boston, MA, USA","Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"BWH Center for Patient Safety, Research and Practice, Boston, MA, USA","institution_ids":["https://openalex.org/I889937125"]},{"raw_affiliation_string":"Harvard Medical School, Brigham and Women\u2019s Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077334388","display_name":"Mai Tran","orcid":"https://orcid.org/0000-0002-0294-2558"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mai Tran","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048937462","display_name":"Kenrick Cato","orcid":"https://orcid.org/0000-0002-0704-3826"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I1335321130","display_name":"Children's Hospital of Philadelphia","ror":"https://ror.org/01z7r7q48","country_code":"US","type":"funder","lineage":["https://openalex.org/I1335321130"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenrick Cato","raw_affiliation_strings":["Children\u2019s Hospital of Philadelphia, Philadelphia, PA, PA, USA","University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital of Philadelphia, Philadelphia, PA, PA, USA","institution_ids":["https://openalex.org/I1335321130"]},{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053695863","display_name":"Sarah Collins Rossetti","orcid":"https://orcid.org/0000-0003-2632-8867"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Rossetti","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, NY, USA","School of Nursing, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"School of Nursing, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5016350336"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1747418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"124","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9782999753952026,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9782999753952026,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9781000018119812,"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/T10350","display_name":"Electronic Health Records Systems","score":0.9735000133514404,"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/heuristic","display_name":"Heuristic","score":0.5326831936836243},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4633057713508606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43586915731430054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4124293923377991},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3902139663696289}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5326831936836243},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4633057713508606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43586915731430054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4124293923377991},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3902139663696289}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-59717-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-59717-6_9","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W145350630","https://openalex.org/W1482396279","https://openalex.org/W1584579659","https://openalex.org/W1716079485","https://openalex.org/W1970250140","https://openalex.org/W1991767866","https://openalex.org/W2039251546","https://openalex.org/W2040589215","https://openalex.org/W2118852336","https://openalex.org/W2119647354","https://openalex.org/W2134164043","https://openalex.org/W2168330473","https://openalex.org/W2289213460","https://openalex.org/W2472744974","https://openalex.org/W2604825012","https://openalex.org/W2853260843","https://openalex.org/W2912971066","https://openalex.org/W2984127150","https://openalex.org/W3120224639","https://openalex.org/W3132307970","https://openalex.org/W3157926389","https://openalex.org/W3201425267","https://openalex.org/W4210423073"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}