Classification of awake, REM, and NREM from EEG via singular spectrum analysis. - Sara Mahvash Mohammadi; Shirin Enshaeifar; Mohammad Ghavami; Saeid Sanei (EMBC, 2015)

Sleep Posture Classification using a Convolutional Neural Network. - Sara Mahvash Mohammadi; Majdi R. Alnowami; Sofia Khan; Derk-Jan Dijk; Adrian Hilton 001; Kevin Wells (EMBC, 2018)

Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers. - Sara Mahvash Mohammadi; Samaneh Kouchaki; Sofia Khan; Derk-Jan Dijk; Adrian Hilton 001; Kevin Wells (EMBC, 2019)

Tensor Factorisation and Transfer Learning for Sleep Pose Detection. - Sara Mahvash Mohammadi; Samaneh Kouchaki; Saeid Sanei; Derk-Jan Dijk; Adrian Hilton 001; Kevin Wells (EUSIPCO, 2019)