Liesbet Van Bulck, Meghan Reading Turchioe, Maxim Topaz, Jiyoun Song
{"title":"探索电子健康记录的全部潜力:自然语言处理在临床实践中的应用。","authors":"Liesbet Van Bulck, Meghan Reading Turchioe, Maxim Topaz, Jiyoun Song","doi":"10.1093/eurjcn/zvae091","DOIUrl":null,"url":null,"abstract":"<p><p>The electronic health record (EHR) contains valuable patient data and offers opportunities to administer and analyse patients' individual needs longitudinally. However, most information in the EHR is currently stored in unstructured text notations. Natural language processing (NLP), a branch of artificial intelligence that enables computers to understand, interpret, and generate human language, can be used to delve into unstructured text data to uncover valuable insights and knowledge. This article discusses different types of NLP, the potential of NLP for cardiovascular nursing, and how to get started with NLP as a clinician.</p>","PeriodicalId":93997,"journal":{"name":"European journal of cardiovascular nursing","volume":" ","pages":"332-337"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11879152/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the full potential of the electronic health record: the application of natural language processing for clinical practice.\",\"authors\":\"Liesbet Van Bulck, Meghan Reading Turchioe, Maxim Topaz, Jiyoun Song\",\"doi\":\"10.1093/eurjcn/zvae091\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The electronic health record (EHR) contains valuable patient data and offers opportunities to administer and analyse patients' individual needs longitudinally. However, most information in the EHR is currently stored in unstructured text notations. Natural language processing (NLP), a branch of artificial intelligence that enables computers to understand, interpret, and generate human language, can be used to delve into unstructured text data to uncover valuable insights and knowledge. This article discusses different types of NLP, the potential of NLP for cardiovascular nursing, and how to get started with NLP as a clinician.</p>\",\"PeriodicalId\":93997,\"journal\":{\"name\":\"European journal of cardiovascular nursing\",\"volume\":\" \",\"pages\":\"332-337\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11879152/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European journal of cardiovascular nursing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/eurjcn/zvae091\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European journal of cardiovascular nursing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/eurjcn/zvae091","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Exploring the full potential of the electronic health record: the application of natural language processing for clinical practice.
The electronic health record (EHR) contains valuable patient data and offers opportunities to administer and analyse patients' individual needs longitudinally. However, most information in the EHR is currently stored in unstructured text notations. Natural language processing (NLP), a branch of artificial intelligence that enables computers to understand, interpret, and generate human language, can be used to delve into unstructured text data to uncover valuable insights and knowledge. This article discusses different types of NLP, the potential of NLP for cardiovascular nursing, and how to get started with NLP as a clinician.