Journal of evaluation in clinical practice
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This research aims to develop an effective algorithm for diagnosing COVID-19 in chest X-rays using the transfer learning method and support vector machines. ⋯ This study confirms the importance of applying machine learning methods in medical applications and opens new perspectives for early diagnosis of infectious diseases. The practical application of the obtained results can enhance the efficiency of diagnosis and control the spread of COVID-19, as well as contribute to the development of innovative methods in medical practice.
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Implementation of clinical practice guidelines, an important strategy in the prevention of pressure injuries, enables the nurse to interpret evidence-based guideline recommendations, reduce errors, ensure compliance and standardisation of complex processes, manage patient-related risks and systematically regulate all preventable conditions. ⋯ This study demonstrated that the SPIPP- Adult Checklist 2.0 is a valid tool. Interventions using the evidence-based checklist should be integrated into the workflow and provide the best opportunity for successful and sustainable pressure injury prevention.
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Previous studies have demonstrated that the adoption of injection-to-oral conversion strategies in hospitalised patient yields both clinical and economic benefits. The objective of this study was to provide a comprehensive description of the current state of implementation and evaluate the perspectives of hospital pharmacists to guide future initiatives towards conversion implementation in Indonesia. ⋯ Pharmacists appreciated conversion activity and grasped its concepts despite little clinical experience. Consider possible enabling and barrier factors and essential considerations before taking action. Local guidelines and instructional materials that emphasise application or implementation are encouraged. Furthermore, the implementation project must be piloted and evaluated for clinical and economic outcomes.
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Randomized Controlled Trial
Assessing Theoretical Considerations of Effects Within a Behavioural Obesity Treatment in Women: Implications for Medical Professional Referral.
Obesity is an increasing medical issue not responding well to behavioural treatments beyond their initial weeks/months. ⋯ Findings support the addressed behavioural theories within a community-based obesity treatment model that emphasized exercise for its psychosocial impacts on dietary behaviours and sustained weight loss. Based on the present empirical supports, medical professionals should consider referral to such approaches before (or in combination with) surgical or pharmacological methods.
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Progress in the nursing profession and clinical decision-making are largely sustained by the coherence between theory and practice. The quality of healthcare provided by nurses and patient outcomes are adversely impacted by the gap between knowledge and practice. Measurement tools used to assess nurses' perceptions of this gap are inadequate in Türkiye. This research aimed to adapt the nurses' perception of the gap between knowledge and practice scale into Turkish and to evaluate its reliability and validity. ⋯ In conclusion, the nurses' perception of the gap between knowledge and practice scale was a reliable and valid measure which could be applied to Turkish society.