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Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning.
Nurs Rep
December 2024
Mental Health and Specialist Services, West Moreton Health, Brisbane, QLD 4076, Australia.
Background: Optimum efficiency and responsiveness to callers of mental health helplines can only be achieved if call priority is accurately identified. Currently, call operators making a triage assessment rely heavily on their clinical judgment and experience. Due to the significant morbidity and mortality associated with mental illness, there is an urgent need to identify callers to helplines who have a high level of distress and need to be seen by a clinician who can offer interventions for treatment.
View Article and Find Full Text PDFThe RepVig framework for designing use-case specific representative vignettes and evaluating triage accuracy of laypeople and symptom assessment applications.
Sci Rep
December 2024
Division of Ergonomics, Department of Psychology and Ergonomics (IPA), Technische Universität Berlin, Berlin, Germany.
Most studies evaluating symptom-assessment applications (SAAs) rely on a common set of case vignettes that are authored by clinicians and devoid of context, which may be representative of clinical settings but not of situations where patients use SAAs. Assuming the use case of self-triage, we used representative design principles to sample case vignettes from online platforms where patients describe their symptoms to obtain professional advice and compared triage performance of laypeople, SAAs (e.g.
View Article and Find Full Text PDFBreast-Related Herniation: A Call for Multidisciplinary Awareness and a Proposal for a Classification.
Cureus
December 2024
Department of Surgery, Arabian Gulf University, Manama, BHR.
Breast-related herniation (BRH) is a vague term for many clinicians. The absence of a universal nomenclature and the different nature of the herniation process involved, being true or false, contribute to this vagueness. BRH includes a spectrum of disorders ranging from a few congenital breast disorders to commoner herniation processes related to acquired breast diseases.
View Article and Find Full Text PDFA Call to Action: Unraveling the Nuance of Adapted Eating Behaviors in Individuals with GI Conditions.
Clin Gastroenterol Hepatol
December 2024
The Rome Foundation Research Institute, Chapel Hill, NC.
The primary aim of this expert narrative review is to unravel the complexities of feeding and eating disorders in the gastroenterology practice setting. We aim to critically assess current assessment screening tools for eating and feeding disorders to gain a comprehensive understanding of how these tools may be misconstrued in the context of gastrointestinal (GI) conditions. Additionally, our objective is to highlight the potential for over-pathologizing and under-pathologizing eating behavior in this patient population.
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