Reproducible Framework for Mild Cognitive Impairment Classification From Nocturia-Derived Behavioral Patterns Under Extreme Class Imbalance

Early identification of Mild Cognitive Impairment remains a critical challenge in ageing populations, particularly where access to neuroimaging and specialist assessment is limited. Behavioural digital biomarkers derived from unobtrusive smart home monitoring offer a scalable and non invasive altern...

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Egile Nagusiak:	Pablo Ormeno-Arriagada, Diego Robles, Gaston Marquez, Carla Taramasco
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	IEEE 2026-01-01
Saila:	IEEE Access
Gaiak:	Mild cognitive impairment digital biomarkers imbalanced learning smart home healthcare machine learning time-series analysis
Sarrera elektronikoa:	https://ieeexplore.ieee.org/document/11594065/
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