Publications by authors named "M D Mulvenna"
Background: Living with a diagnosis of dementia can involve managing certain behavioral and psychological symptoms. Alongside cognitive decline, this cohort expresses a suppression in melatonin production which can negatively influence their alignment of sleep or wake timings with the 24 hour day and night cycle. As a result, their circadian rhythms become disrupted.
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- The text addresses corrections made to an article with the DOI: 10.2196/58616.
- These corrections likely pertain to inaccuracies or updates that needed to be clarified in the original publication.
- Such amendments are important for maintaining the integrity of scholarly communication and ensuring that readers have access to accurate information.
Background: With an increasing number of digital health apps available in app stores, it is important to assess these technologies reliably regarding their quality. This is done to mitigate the risks associated with their use. There are many different guidelines, methods, and metrics available to assess digital health apps with regard to their quality.
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- The study investigates using natural language processing (NLP) to harmonize diverse mental health questionnaires by analyzing the semantic similarity of their questions, which is crucial for improving research efficiency and outcomes.* -
- Results showed a moderate correlation between NLP-derived semantic similarity scores and actual participant responses, indicating NLP's effectiveness in identifying similar items for integrating data across studies.* -
- While the findings support NLP's potential in mental health research, researchers must ensure that matched questionnaire items are psychometrically equivalent to avoid misleading conclusions.*