Natural language processing applied to clinical documentation in post-acute care settings: A sco** review
D Scharp, M Hobensack, A Davoudi… - Journal of the American …, 2024 - Elsevier
Objectives To determine the scope of the application of natural language processing to free-
text clinical notes in post-acute care and provide a foundation for future natural language …
text clinical notes in post-acute care and provide a foundation for future natural language …
Clinical notes: an untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care
Abstract Background/Objective Between 10 and 25% patients are hospitalized or visit
emergency department (ED) during home healthcare (HHC). Given that up to 40% of these …
emergency department (ED) during home healthcare (HHC). Given that up to 40% of these …
Natural language processing accurately differentiates cancer symptom information in electronic health record narratives
PURPOSE Identifying cancer symptoms in electronic health record (EHR) narratives is
feasible with natural language processing (NLP). However, more efficient NLP systems are …
feasible with natural language processing (NLP). However, more efficient NLP systems are …
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model
Objectives Little is known about proactive risk assessment concerning emergency
department (ED) visits and hospitalizations in patients with heart failure (HF) who receive …
department (ED) visits and hospitalizations in patients with heart failure (HF) who receive …
Social risk factors are associated with risk for hospitalization in home health care: a natural language processing study
Objective This study aimed to develop a natural language processing (NLP) system that
identified social risk factors in home health care (HHC) clinical notes and to examine the …
identified social risk factors in home health care (HHC) clinical notes and to examine the …
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits …
Objective This study aimed to identify temporal risk factor patterns documented in home
health care (HHC) clinical notes and examine their association with hospitalizations or …
health care (HHC) clinical notes and examine their association with hospitalizations or …
Exploring the full potential of the electronic health record: the application of natural language processing for clinical practice
L Van Bulck, M Reading Turchioe… - European Journal of …, 2024 - academic.oup.com
The electronic health record (EHR) contains valuable patient data and offers opportunities to
administer and analyse patients' individual needs longitudinally. However, most information …
administer and analyse patients' individual needs longitudinally. However, most information …
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians
Objective To identify the risk factors home healthcare (HHC) clinicians associate with patient
deterioration and understand how clinicians respond to and document these risk factors …
deterioration and understand how clinicians respond to and document these risk factors …
The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care
Aims To identify clusters of risk factors in home health care and determine if the clusters are
associated with hospitalizations or emergency department visits. Design A retrospective …
associated with hospitalizations or emergency department visits. Design A retrospective …
Advancing health equity through artificial intelligence: An educational framework for preparing nurses in clinical practice and research
MP Cary Jr, JC De Gagne, ED Kauschinger… - Creative …, 2024 - journals.sagepub.com
The integration of artificial intelligence (AI) into health care offers the potential to enhance
patient care, improve diagnostic precision, and broaden access to health-care services …
patient care, improve diagnostic precision, and broaden access to health-care services …