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)

Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches*. - Manoj Vishwanath; Salar Jafarlou; Ikhwan Shin; Nikil D. Dutt; Amir M. Rahmani; Miranda M. Lim; Hung Cao (EMBC, 2020)

Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice. - Manoj Vishwanath; Salar Jafarlou; Ikhwan Shin; Miranda M. Lim; Nikil D. Dutt; Amir M. Rahmani; Hung Cao (Sensors, 2020)

Fabrication of Highly Sensitive Pt-black Electrochemical Sensors for GABA Detection. - Sung Sik Chu; Paul Marsh; Hung Anh Nguyen; Carolyn E. Jones; Miranda M. Lim; Hung Cao (EMBC, 2021)

Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram. - Manoj Vishwanath; Salar Jafarlou; Ikhwan Shin; Nikil D. Dutt; Amir M. Rahmani; Carolyn E. Jones; Miranda M. Lim; Hung Cao (EMBC, 2021)

In-Home Mobility Frequency and Stability in Older Adults Living Alone With or Without MCI: Introduction of New Metrics. - Chao-Yi Wu; Hiroko H. Dodge; Christina Reynolds; Lisa L. Barnes; Lisa C. Silbert; Miranda M. Lim; Nora Mattek; Sarah Gothard; Jeffrey A. Kaye; Zachary T. Beattie (Frontiers Digit. Health, 2021)

A Raspberry Pi-Based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. - Navjodh Singh Dhillon; Agustinus Sutandi; Manoj Vishwanath; Miranda M. Lim; Hung Cao; Dong Si (Sensors, 2021)

Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury. - Manoj Vishwanath; Nikil D. Dutt; Amir M. Rahmani; Miranda M. Lim; Hung Cao (EMBC, 2022)

Association Between Mild Cognitive Impairment and Seasonal Rest-Activity Patterns of Older Adults. - Christina Reynolds; Nora Mattek; Miranda M. Lim; Zachary T. Beattie; Hiroko H. Dodge; Jeffrey Kaye (Frontiers Digit. Health, 2022)

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)

Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment. - Manoj Vishwanath; Steven Cao; Nikil D. Dutt; Amir M. Rahmani; Miranda M. Lim; Hung Cao (CoRR, 2023)

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)

Reducing interdataset covariate shift in sleep EEG of traumatic brain injured humans and mice using Transfer Euclidean Alignment. - Manoj Vishwanath; Steven Cao; Nikil D. Dutt; Amir M. Rahmani; Miranda M. Lim; Hung Cao (Biomed. Signal Process. Control., 2025)