Mona Choi
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View article: Exploring nurses’ experiences and educational needs in managing patients with left ventricular assist devices: A qualitative content analysis
Exploring nurses’ experiences and educational needs in managing patients with left ventricular assist devices: A qualitative content analysis Open
Purpose: This study examined nurses’ experiences in caring for patients with left ventricular assist devices (LVADs) to gain a contextual understanding of the unique characteristics of LVAD nursing care and to identify nurses’ perceived ed…
View article: Care Robots for Community-Dwelling Older Adults: An Integrative Review
Care Robots for Community-Dwelling Older Adults: An Integrative Review Open
Objectives: The purpose of this study was to conduct an integrative review of existing research on care robots for community-dwelling older adults and to suggest directions for future research and technology development in this area.Method…
View article: Nursing surveillance for clinical deterioration among intensive care unit patients: A scoping review
Nursing surveillance for clinical deterioration among intensive care unit patients: A scoping review Open
This paper provides a comprehensive understanding of nursing surveillance, including the utilization of nursing surveillance data and the implementation of nursing surveillance research into clinical practice.
View article: Perceived usefulness, benefits, and needs of patient‑generated health data among older adults after lung cancer surgery
Perceived usefulness, benefits, and needs of patient‑generated health data among older adults after lung cancer surgery Open
This study explored the usefulness, benefits, disadvantages, and implementation needs of patient‑generated health data (PGHD) among older adults after lung cancer surgery. Using a cross‑sectional descriptive design, a self‑administered sur…
View article: Analyzing Nursing Records in Wound Care Using a Large Language Model
Analyzing Nursing Records in Wound Care Using a Large Language Model Open
This study aimed to summarize unstructured nursing records on cancer wound management using a large language model (LLM) and assess the quality of these summaries. This retrospective descriptive study used 80 unstructured nursing records, …
View article: Using nursing data for machine learning-based prediction modeling in intensive care units: A scoping review
Using nursing data for machine learning-based prediction modeling in intensive care units: A scoping review Open
This scoping review identified the various utilization of nursing data in models to predict the prognoses of critically ill patients. Overall, nursing scales, structured data that objectively show specific health conditions of patients, we…
View article: Factors Associated With Readmission in Patients With Left Ventricular Assist Devices in South Korea
Factors Associated With Readmission in Patients With Left Ventricular Assist Devices in South Korea Open
Nurses play a vital role in managing patients and helping to reduce readmission rates. In addition to the NYHA class and prothrombin time, this research highlights the critical importance of comprehensive nursing documentation. Specificall…
View article: Longitudinal analysis of adolescents at high risk of depression: Prediction models
Longitudinal analysis of adolescents at high risk of depression: Prediction models Open
A machine-learning-based predictive model for identifying adolescents at high risk of depression was developed. These findings provide a foundation for early screening and the development of intervention programs and policies aimed at miti…
View article: Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review
Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review Open
Background The advancement of information and communication technologies has spurred a growing interest in and increased applications of patient-generated health data (PGHD). In particular, PGHD may be promising for older adults with cance…
View article: Triage Data-Driven Prediction Models for Hospital Admission of Emergency Department Patients: A Systematic Review
Triage Data-Driven Prediction Models for Hospital Admission of Emergency Department Patients: A Systematic Review Open
Objectives: Emergency department (ED) overcrowding significantly impacts healthcare efficiency, safety, and resource management. Predictive models that utilize triage information can streamline the admission process. This review evaluates …
View article: USEFULNESS OF PATIENT-GENERATED HEALTH DATA BY DEPRESSION AND FRAILTY IN OLDER ADULTS WITH LUNG CANCER SURGERY
USEFULNESS OF PATIENT-GENERATED HEALTH DATA BY DEPRESSION AND FRAILTY IN OLDER ADULTS WITH LUNG CANCER SURGERY Open
This study aimed to identify the perceived usefulness of patient-generated health data (PGHD) according to depression and frailty in older adults with lung cancer surgery. This cross-sectional study recruited patients aged 65 and over who …
View article: PREFERENCE FOR DIGITAL DEVICES AND PATIENT-GENERATED HEALTH DATA UTILITY IN OLDER PATIENTS AFTER LUNG CANCER SURGERY
PREFERENCE FOR DIGITAL DEVICES AND PATIENT-GENERATED HEALTH DATA UTILITY IN OLDER PATIENTS AFTER LUNG CANCER SURGERY Open
This study aimed to investigate the preference for digital devices and the utility of patient-generated health data (PGHD) among older patients who have undergone lung cancer surgery. A cross-sectional descriptive study included patients a…
View article: FACTORS ASSOCIATED WITH PERCEPTION OF PATIENT-GENERATED HEALTH DATA AMONG OLDER PATIENTS POST LUNG CANCER SURGERY
FACTORS ASSOCIATED WITH PERCEPTION OF PATIENT-GENERATED HEALTH DATA AMONG OLDER PATIENTS POST LUNG CANCER SURGERY Open
This study examines factors related to the perceived usefulness of patient-generated health data (PGHD) among older patients who underwent lung cancer surgery. This descriptive cross-sectional study involved individuals aged ≥65 years who …
View article: Development of a Mapping Table for Nursing Notes Based on Nurses’ Concerns in ICU Patients
Development of a Mapping Table for Nursing Notes Based on Nurses’ Concerns in ICU Patients Open
This study aimed to develop a mapping table that connects nursing notes with standard terminology, focusing on nurses’ concerns for ICU patients. After extracting nursing notes from a publicly accessible database, a research team, includin…
View article: Machine Learning-Based Prediction Models of Mortality for Intensive Care Unit Patients Using Nursing Records
Machine Learning-Based Prediction Models of Mortality for Intensive Care Unit Patients Using Nursing Records Open
This study aimed to develop ICU mortality prediction models using a conceptual framework, focusing on nurses’ concerns reflected in nursing records from the MIMIC IV database. We included 46,693 first-time ICU admissions of adults over 18 …
View article: Patient Generated Health Data Among Older Adults with Cancer in Home Setting: Scoping Review
Patient Generated Health Data Among Older Adults with Cancer in Home Setting: Scoping Review Open
This scoping review aimed to identify and synthesize the literature related to patient-generated health data (PGHD) among older adults with cancer in home setting. Of the 1,090 articles extracted through six databases searches, 53 were sel…
Prediction of hospital-acquired influenza using machine learning algorithms: a comparative study Open
Background Hospital-acquired influenza (HAI) is under-recognized despite its high morbidity and poor health outcomes. The early detection of HAI is crucial for curbing its transmission in hospital settings. Aim This study aimed to investig…
View article: Empowering Healthcare through Comprehensive Informatics Education: The Status and Future of Biomedical and Health Informatics Education
Empowering Healthcare through Comprehensive Informatics Education: The Status and Future of Biomedical and Health Informatics Education Open
Objectives: Education in biomedical and health informatics is essential for managing complex healthcare systems, bridging the gap between healthcare and information technology, and adapting to the digital requirements of the healthcare ind…
View article: EVERYDAY DIGITAL LITERACY QUESTIONNAIRE (EDLQ): DEVELOPMENT AND VALIDATION FOR KOREAN OLDER ADULTS
EVERYDAY DIGITAL LITERACY QUESTIONNAIRE (EDLQ): DEVELOPMENT AND VALIDATION FOR KOREAN OLDER ADULTS Open
Aging in the digitalizing society demands digital literacy, a core competency that involves identifying, evaluating, and communicating information using various digital devices or relevant programs. This study aimed to develop the Everyday…
View article: Everyday Digital Literacy Questionnaire for Older Adults: Instrument Development and Validation Study
Everyday Digital Literacy Questionnaire for Older Adults: Instrument Development and Validation Study Open
Background The need for digital literacy in aging populations is increasing in the digitalizing society. Digital literacy involves the identification, evaluation, and communication of information through various digital devices or relevant…
View article: Benefits of Information Technology in Healthcare: Artificial Intelligence, Internet of Things, and Personal Health Records
Benefits of Information Technology in Healthcare: Artificial Intelligence, Internet of Things, and Personal Health Records Open
Objectives: Systematic evaluations of the benefits of health information technology (HIT) play an essential role in enhancing healthcare quality by improving outcomes. However, there is limited empirical evidence regarding the benefits of …
View article: Everyday Digital Literacy Questionnaire for Older Adults: Instrument Development and Validation Study (Preprint)
Everyday Digital Literacy Questionnaire for Older Adults: Instrument Development and Validation Study (Preprint) Open
BACKGROUND The need for digital literacy in aging populations is increasing in the digitalizing society. Digital literacy involves the identification, evaluation, and communication of information through various digital devices or relevan…
View article: Association of Depressive Mood and Frailty With Mortality and Health Care Utilization: Korean National Cohort Study
Association of Depressive Mood and Frailty With Mortality and Health Care Utilization: Korean National Cohort Study Open
OBJECTIVES: To investigate the association of depressive mood and frailty with mortality and health care utilization (HCU) and identify the coexisting effect of depressive mood and frailty in older adults. DESIGN: A retrospective study usi…
View article: Characteristics and Prediction Model of Hospital-acquired Influenza Using EMR
Characteristics and Prediction Model of Hospital-acquired Influenza Using EMR Open
Background: Hospital-acquired influenza (HAI) is under-recognized despite high morbidity and poor health outcomes. It is important to detect influenza infections early to prevent its spread in hospitals. Aim: This study was conducted to id…