Advancing Diagnostic Safety Research: Results of a Systematic Research Priority Setting Exercise
Sign Up to like & getrecommendations! Published in 2021 at "Journal of General Internal Medicine"
DOI: 10.1007/s11606-020-06428-3
Abstract: Diagnostic errors are a major source of preventable harm but the science of reducing them remains underdeveloped. To identify and prioritize research questions to advance the field of diagnostic safety in the next 5 years.… read more here.
Keywords: research; priority; prioritization; advancing diagnostic ... See more keywords
Advancing our diagnostic tools and treatment options for delirium
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DOI: 10.1017/s1041610218000601
Abstract: Delirium is one of the most prevalent and disabling conditions impacting older adults in hospitals and long-term care settings. The estimates of frequency of delirium in hospitals and nursing homes among older adults range widely,… read more here.
Keywords: tools treatment; treatment; treatment options; diagnostic tools ... See more keywords
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization
Sign Up to like & getrecommendations! Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-24464-3
Abstract: Unmasking the decision making process of machine learning models is essential for implementing diagnostic support systems in clinical practice. Here, we demonstrate that adversarially trained models can significantly enhance the usability of pathology detection as… read more here.
Keywords: diagnostic performance; batch normalization; batch; advancing diagnostic ... See more keywords