Systematic Review on Machine-Learning Algorithms Used in Wearable-Based eHealth Data Analysis. - Aditi Site; Jari Nurmi; Elena Simona Lohan (IEEE Access, 2021)

Managing Perceived Loneliness and Social-Isolation Levels for Older Adults: A Survey with Focus on Wearables-Based Solutions. - Aditi Site; Elena Simona Lohan; Outi Jolanki; Outi Valkama; Rosana Rubio Hernandez; Rita Latikka; Daria Alekseeva; Saigopal Vasudevan; Samuel Olaiya Afolaranmi; Aleksandr Ometov; Atte Oksanen; José L. Martínez Lastra; et al. (Sensors, 2022)

A Machine-Learning-Based Analysis of the Relationships between Loneliness Metrics and Mobility Patterns for Elderly. - Aditi Site; Saigopal Vasudevan; Samuel Olaiya Afolaranmi; Jose L. Martinez Lastra; Jari Nurmi; Elena Simona Lohan (Sensors, 2022)

Classification of freezing of gait using accelerometer data: A systematic performance evaluation approach. - Aditi Site; Jari Nurmi; Elena Simona Lohan (iWOAR, 2023)

Analysis of Sensor Data Using Machine Learning Algorithms for Health Applications. - Aditi Site (2024)

Severity Classification of Freezing of Gait Using Machine-Learning Algorithms: A Hidden State Model Approach. - Aditi Site; Elena Simona Lohan; Jari Nurmi (IEEE Access, 2025)