1. SREENIVASAN RAMASAMY RAMAMURTHY
Information acquired: 2025
SREENIVASAN RAMASAMY RAMAMURTHY is an academic who published a paper in 2022 entitled A Counterfactual Verified Semi-Supervised Learning Framework for Older Adults' Functional and Cognit. SREENIVASAN RAMASAMY RAMAMURTHY published this work as part of a team: Ramasamy Ramamurthy, Sreenivasan. Here is a description of this work: Recent advances in Internet-of-Things (IoT) devices in conjunction with artificial intelligence (AI) and machine learning (ML) algorithms have accelerated research in the early detection of an underlying neurodegenerative disorder by monitoring daily activities using accelerometry. Therefore, this thesis investigates the underpinning relationships between daily activities and older adults' functional and cognitive health impairments while addressing various challenges arising from sensing, modeling, and inferencing micro and macro activities using wearable accelerometry and deep learning algorithms. To support this effort, we performed an extensive data collection drive to gather sensor-based activity data and survey-based clinical assessment on functional, behavioral, and cognitive health from 25 older.