Sleep Staging Using Wearables and Deep Neural Networks. - Shaun M. Davidson; Cristian Roman; Jonathan Carter 001; Mirae Harford; Lionel Tarassenko (BHI, 2023)

Deep Learning-Enabled Sleep Staging From Vital Signs and Activity Measured Using a Near-Infrared Video Camera. - Jonathan Carter 001; João Jorge; Bindia Venugopal; Oliver Gibson; Lionel Tarassenko (CVPR Workshops, 2023)

SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers. - Jonathan F. Carter; João Jorge; Oliver Gibson; Lionel Tarassenko (CVPR, 2024)

wav2sleep: A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals. - Jonathan F. Carter; Lionel Tarassenko (ML4H@NeurIPS, 2024)