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Longitudinal Impact of NLP-Augmented Clinical Decision Support on Cognitive Decline Detection in German Geriatric Primary Care: A Dynamic Panel Data Analysis Using System GMM Estimation
2026-03-03
health informatics
Title + abstract only
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BackgroundCognitive decline and dementia represent major public health challenges in aging populations. Natural language processing (NLP)-augmented clinical decision support systems (CDSS) offer promising tools for early detection, yet causal evidence on their longitudinal impact at the health system level remains sparse. This study examines whether the phased adoption of NLP-augmented CDSS across German geriatric primary care practices causally improved cognitive decline detection rates over a ...
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