IMPORTANCE
Hospitalization-associated disability (HAD), defined as a decline in activities of daily living following hospitalization, is a common complication in older patients with heart failure (HF) and is associated with adverse clinical outcomes. Early identification of patients at high risk for HAD may facilitate...
Keisuke Okano, Kouki Sano, Y. Seto et al.· Physical Therapy· 0 citations
Background Advances in stroke care have led to an increase in the number of patients who regain independent indoor ambulation; however, many still experience limitations when attempting to resume community activities. Altered prefrontal cortex (PFC) activity during dual-task walking (DTW) after stroke has been suggeste...
Tomoya Takahashi, Kentaro Iwata, Natsuki Takahara et al.· Frontiers in Human Neuroscie...· 0 citations
BACKGROUND
Preserving functional independence is critical in older patients with heart failure (HF), yet tools predicting long-term functional trajectories are scarce.
AIMS
To develop and validate a machine learning (ML) model predicting functional decline, accounting for the competing risk of mortality.
METHODS
We...
Kanji Yamada, N. Kagiyama, T. Morisawa et al.· Journal of Cardiac Failure· 0 citations
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