Importance of serum albumin in machine learning-based prediction of cognitive function in the elderly using a basic blood test

In this study, we investigated the correlation between serum albumin levels and cognitive function, and examined the impact of including serum albumin values in the input layer on the prediction accuracy when forecasting cognitive function using deep learning and other machine learning models.