Journal of evaluation in clinical practice
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This study aims to assess the performance of machine learning (ML) techniques in optimising nurse staffing and evaluating the appropriateness of nursing care delivery models in hospital wards. The primary outcome measures include the adequacy of nurse staffing and the appropriateness of the nursing care delivery system. ⋯ While the study lacked direct patient involvement, its goal was to enhance patient care and healthcare efficiency. Future research will aim to incorporate patient and public insights more directly.
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3D Magnetic Resonance Imaging (3D-MRI) analysis of brain tumours is an important tool for gathering information needed for diagnosis and disease therapy planning. However, during the brain tumor segmentation process existing techniques have segmentation error while identifying tumor location and extended tumor regions due to improper extraction of initial contour points and overlapping tissue intensity distributions. ⋯ The results obtained for the BraTS2020 and Brain Tumor Detection 2020 data sets showed that the proposed model outperforms existing techniques with excellent precision of 97%, 97.5%, recall of 99%, 97.8%, and accuracy of 95.7%, 98.4%, respectively.
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Antibiotic prescription, its nature and its duration are a very common decision-making situation in primary care practice. Clinical practice guidelines (CPGs) are regularly emitted by various organisations on this topic. ⋯ There is a lack of quality in the development process of the current French guidelines in primary care infectiology. This process should be reconsidered, with higher insistence as to its quality.
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Randomized Controlled Trial
The effect of music on pain, anxiety and satisfaction during nonstress testing.
To determine the effect of instrumental music played during Nonstress Test (NST) on pain, anxiety and satisfaction. ⋯ A successful pregnancy is important for the health of mother and baby. Reducing anxiety and stress, especially during the examinations, ensures that the process continues successfully. It is recommended that music played during pregnancy examinations and screening tests be used in clinics and during the procedure to increase satisfaction and reduce anxiety.
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One of the important considerations to select the appropriate outcome measures is determining if the tool is relevant to patients. Despite the availability of various performance-based tests to objectively assess function, it is unknown which performance-based tests best capture important aspects of function after hip or knee arthroplasty. ⋯ Our ICF-based content analysis revealed that the existing performance-based tests covered certain OA core set activity and participation categories, but overlooked multiple categories. This analysis can serve as a guide for researchers and clinicians in selecting suitable performance-based tests or a battery of tests to assess function following hip or knee arthroplasty.