Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks. - Selda Yildiz; Ryan A. Opel; Jonathan E. Elliott; Jeffrey A. Kaye; Hung Cao; Miranda M. Lim (EMBC, 2019)

Tunable White Light for Elders (TWLITE): A Protocol Demonstrating Feasibility and Acceptability for Deployment, Remote Data Collection, and Analysis of a Home-Based Lighting Intervention in Older Adults. - Jonathan E. Elliott; Carolyn E. Tinsley; Christina Reynolds; Randall J. Olson; Kristianna B. Weymann; Wan-Tai M. Au-Yeung; Andrea Wilkerson; Jeffrey A. Kaye; Miranda M. Lim (Sensors, 2022)

Validation of Visually Identified Muscle Potentials during Human Sleep Using High Frequency/Low Frequency Spectral Power Ratios. - Mo H. Modarres; Jonathan E. Elliott; Kristianna B. Weymann; Dennis Pleshakov; Donald L. Bliwise; Miranda M. Lim (Sensors, 2022)

Remote Spectral Light Sensing in the Home Environment: Further Development of the TWLITE Study Concept. - Christina Reynolds; Aylmer Tan; Jonathan E. Elliott; Carolyn E. Tinsley; Rachel Wall; Jeffrey A. Kaye; Lisa C. Silbert; Miranda M. Lim (Sensors, 2023)