Journal of Multidisciplinary Healthcare

BACKGROUND: Integrating Artificial Intelligence (AI) into healthcare has transformed the landscape of patient care and healthcare delivery. Despite this, there remains a notable gap in the existing literature synthesizing the comprehensive understanding of AI's utilization in nursing care. OBJECTIVE: This systematic review aims to synthesize the available evidence to comprehensively understand the application of AI in nursing care. METHODS: Studies published between January 2019 and December 2023, identified through CINAHL Plus with Full Text, Web of Science, PubMed, and Medline, were included in this review...

In intensive care units, patients are often restrained to ensure their safety, with physical restraints being the most commonly used method. However, physical restraints compromises the patient's freedom, health and comfort, and nurses often face moral dilemmas when deciding whether to use physical restraints. This article examines physical restraints through the four universal principles of autonomy, beneficence, non-maleficence and justice. Through these principles, the authors will critically explore whether the physical restraints of patients by nurses is ethical in practice and what moral issues exist...

PURPOSE: Our objectives were to (1) employ ensemble machine learning algorithms utilizing real-world clinical data to predict 90-day prognosis, including dialysis dependence and mortality, following the first hospitalized dialysis and (2) identify the significant factors associated with overall outcomes. PATIENTS AND METHODS: We identified hospitalized patients with Acute kidney injury requiring dialysis (AKI-D) from a dataset of the Taipei Medical University Clinical Research Database (TMUCRD) from January 2008 to December 2020...

No abstract text is available yet for this article.

BACKGROUND: The COVID-19 pandemic led to the most substantial health crisis in the 21st Century. This pandemic interrupted the supply of essential commodities for human beings. Among the essential commodities for human survival, disruption of the supply of essential health commodities has become a global concern. OBJECTIVE: The study aimed to systematically analyze published articles on the challenges, impacts, and prospects of the global health commodities' supply chain in the era of the COVID-19 pandemic...

No abstract text is available yet for this article.

OBJECTIVE: This study explores the correlation between coping style, quality of life, and illness uncertainty in the family caregivers of patients with liver cancer. METHODS: Employing convenience sampling, 210 family caregivers of patients with liver cancer who met the admission criteria were selected from a grade A infectious disease hospital in Beijing between January and December 2022. A cross-sectional survey was conducted using the Simplified Coping Style Questionnaire, Caregiver Quality of Life, and the Mishel Uncertainty in Illness Scale for Family Members...

No abstract text is available yet for this article.

PURPOSE: This study aimed to investigate the effectiveness of the simplified intervention, consisting of fluid and caffeine management alone in older women with overactive bladder symptoms. PATIENTS AND METHODS: A quasi-experimental pretest-posttest design was used. Rural, community-dwelling older women were recruited at four senior centers in South Korea. Of the 63 participants initially enrolled, 34 met the inclusion criteria. One group (n = 15) used fluid and caffeine management alone (FM), and the other group (n = 12) used a combination of fluid and caffeine management and pelvic floor muscle training (FM+PFMT)...

BACKGROUND: Research has increasingly become important to career progression and a compulsory component in most medical programs. While medical trainees are consistently urged to undertake research endeavors, they frequently encounter obstacles at both personal and organizational levels that impede the pursuit of high-quality research. This study aims to identify the barriers and recommend successful interventions to increase research productivity amongst medical trainees. METHODS: A descriptive cross-sectional survey was carried out among interns, residents, and fellows within a single hospital located in the emirate of Abu Dhabi, UAE...

Health care providers are highly likely to encounter persons who have been domestically sex trafficked and, therefore, possess valuable insights that could be useful in understanding and improving existing services and supports. In-depth interviews were conducted with 31 health care providers residing and working in Canada's largest province, Ontario. Results were analyzed using Braun and Clarke's analytical framework. Across providers, a key theme was identified: "Facilitators to improve care", which was comprised of two sub-themes, "Address needs in service provision" and "Center unique needs of survivors"...

INTRODUCTION: This study aims to identify the negative customer experiences reflected in complaints against diagnostic centers using data mining tools. METHODS: Analyzing customer complaints from a consumer complaints website, the Apriori algorithm was employed to uncover frequent patterns and identify key areas of concern. The frequency and distribution of terms used in complaints were also analyzed, and word clouds were generated to visualize the findings. RESULTS: The study revealed that major areas of unfavorable customer experience included delayed test reports, erroneous test results, difficulties scheduling appointments, staff incivility, subpar service, and medical negligence...

BACKGROUNDS: With the advent of the big data era, hospital information systems and mobile care systems, among others, generate massive amounts of medical data. Data mining, as a powerful information processing technology, can discover non-obvious information by processing large-scale data and analyzing them in multiple dimensions. How to find the effective information hidden in the database and apply it to nursing clinical practice has received more and more attention from nursing researchers...

OBJECTIVE: This study determined hazard factors and long-term survival rate of total arterial coronary artery bypass graft surgery over 20 years in an extensively large, population-based cohort. METHODS: A total of 2979 patients who underwent isolated CABG from April 1999 to March 2020 were studied in 4 groups- Group-A (bilateral internal mammary artery ± radial artery), Group-B (single internal mammary artery + radial artery ± saphenous vein), Group-C (single internal mammary artery ± saphenous vein; no radial artery), and Group-D (radial artery ± saphenous vein; no internal mammary artery)...

BACKGROUND: The relationship between CDH23 gene variants and NIHL is unclear. This study investigates the association between cadherin 23 ( CDH23 ) gene variants and noise-induced hearing loss (NIHL). METHODS: This is a case-control study. Workers who were exposed to noise from a steel factory in North China were recruited and divided into two groups: the case group (both ears' high-frequency threshold average [BHFTA] ≥40dB) and the control group (BHFTA ≤25 dB)...

BACKGROUND: Early detection of lung cancer through accurate diagnosis of malignant lung nodules using chest CT scans offers patients the highest chance of successful treatment and survival. Despite advancements in computer vision through deep learning algorithms, the detection of malignant nodules faces significant challenges due to insufficient training datasets. METHODS: This study introduces a model based on collaborative deep learning (CDL) to differentiate between cancerous and non-cancerous nodules in chest CT scans with limited available data...

BACKGROUND: The coronavirus disease-2019 (COVID-19) pulmonary rehabilitation (PR) seems to be a better choice to improve physical and functional capacity after acute infection. However, there is a lack of evidence regarding the effects of different strategies to optimize post-acute phase rehabilitation and reduce long COVID-19 physical deteriorations. OBJECTIVE: To compare the use of a noninvasive ventilation (NIV) plus aerobic exercise strategy during PR program with to a standard PR (without NIV) on physical capacity and quality of life outcomes in post-COVID-19...

BACKGROUND: Although the association between neurodegenerative diseases, such as dementia, and traumatic brain injury (TBI) has long been known, the association between dementia and TBI with epilepsy has been controversial. AIM: This data-driven population-based study is designed to investigate the association between dementia and epilepsy after TBI within a 2-year period. METHODS: This case-control cohort study was conducted using the Longitudinal Health Insurance Database 2000 (LHID2000)...

PURPOSE: To compare the effects of multi-sensory stimuli on relaxation and sleep quality in 2 periods. PATIENTS AND METHODS: This experimental research used a sample group of 60 individuals, divided into three groups, with each group consisting of 20 participants. The test period was divided into two equal periods of 4 days each. The collected data included measurements of relaxation (visually calibrated scale, percentage stress, and heart rate) and sleep quality (percentage sleep, total sleep duration, and duration of deep sleep)...

BACKGROUND: The prevalence of sarcopenia is concerningly high in long-term care settings (LTCS); yet, no exercise programs specifically targeting older adults living in residential care are available. OBJECTIVE: The goal of the present study was to co-design and validate a program named Reablement Strategies targeting Sarcopenia (ReStart-S) for older long-term care residents. DESIGN: Cross-sectional study with an exploratory phase. SETTINGS: LTCS in Udupi, Karnataka, India...