Elina Maltseva

Multi-domain Brain Age from Digital Cognitive Metrics as a novel approach for new longevity

The paper develops a model to predict brain age using digital cognitive metrics and finds it detects accelerated aging in neurological conditions.

Generative deep learning models for cognitive performance trajectories in real-world scenarios

This paper compares deep learning models for predicting cognitive performance trajectories using real-world data and finds CNNs to be the most robust for pattern recognition and overfitting resistance.