Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements. - Geoffrey C. Green; Martin Bouchard 001; Rafik Goubran; Rébecca Robillard; Caitlin Higginson; Elliott Lee; Frank Knoefel (MeMeA, 2023)

Decision Fusion in Automated Sleep Apnea Classification Using Multple Polysomnography Sensors and Convolutional Neural Networks. - Matthew Stewart; Caitlin Higginson; Julien Larivière-Chartier; Rébecca Robillard; James Green 001; Rafik Goubran; Frank Knoefel (SAS, 2023)

Sleep Position Classification using Transfer Learning for Bed-based Pressure Sensors. - Olivier Papillon; Rafik Goubran; James R. Green; Julien Larivière-Chartier; Caitlin Higginson; Frank Knoefel; Rébecca Robillard (I2MTC, 2025)

Sleep Stage Classification using Multimodal Embedding Fusion from Electrooculography and Pressure-Sensitive Mats. - Olivier Papillon; Rafik Goubran; James Green 001; Julien Larivière-Chartier; Caitlin Higginson; Frank Knoefel; Rébecca Robillard (MeMeA, 2025)

Comparative Analysis of Automated Rules-Based Scoring Versus Human Scoring of Sleep Apnea. - Matthew Stewart; Caitlin Higginson; Julien Larivière-Chartier; Elliott Lee; James Green 001; Rafik Goubran; Frank Knoefel; Rébecca Robillard (MeMeA, 2025)

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM. - Olivier Papillon; Rafik Goubran; James R. Green; Julien Larivière-Chartier; Caitlin Higginson; Frank Knoefel; Rébecca Robillard (CoRR, 2025)