| Improving time–frequency domain sleep EEG classification via singular spectrum analysis SM Mohammadi, S Kouchaki, M Ghavami, S Sanei Journal of neuroscience methods 273, 96-106, 2016 | 79 | 2016 |
| Transfer learning for clinical sleep pose detection using a single 2D IR camera SM Mohammadi, S Enshaeifar, A Hilton, DJ Dijk, K Wells IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 290-299, 2020 | 40 | 2020 |
| Sleep posture classification using a convolutional neural network SM Mohammadi, M Alnowami, S Khan, DJ Dijk, A Hilton, K Wells 2018 40th Annual international conference of the IEEE engineering in …, 2018 | 40 | 2018 |
| Classification of awake, REM, and NREM from EEG via singular spectrum analysis SM Mohammadi, S Enshaeifar, M Ghavami, S Sanei 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 24 | 2015 |
| A protocol for evaluating digital technology for monitoring sleep and circadian rhythms in older people and people living with dementia in the community C Della Monica, KKG Ravindran, G Atzori, DJ Lambert, T Rodriguez, ... Clocks & Sleep 6 (1), 129-155, 2024 | 8 | 2024 |
| Validation of technology to monitor sleep and bed occupancy in older men and women KKG Ravindran, C Monica, G Atzori, S Enshaeifar, ... Alzheimer's & Dementia 17, e056018, 2021 | 7 | 2021 |
| Tensor factorisation and transfer learning for sleep pose detection SM Mohammadi, S Kouchaki, S Sanei, DJ Dijk, A Hilton, K Wells 2019 27th European signal processing conference (EUSIPCO), 1-5, 2019 | 6 | 2019 |
| Two-step deep learning for estimating human sleep pose occluded by bed covers SM Mohammadi, S Kouchaki, S Khan, DJ Dijk, A Hilton, K Wells 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 6 | 2019 |
| Predicting Risk of Post-Operative Morbidity and Mortality following Gynaecological Oncology Surgery (PROMEGO): A Global Gynaecological Oncology Surgical Outcomes Collaborative … F Gaba, SM Mohammadi, MI Krivonosov, O Blyuss, Go Soar Collaborators Cancers 16 (11), 2021, 2024 | 3 | 2024 |
| Post-COVID-19 Condition Prediction in Hospitalised Cancer Patients: A Machine Learning-Based Approach S Mahvash Mohammadi, M Rumyantsev, E Abdeeva, ... Cancers 17 (4), 687, 2025 | | 2025 |
| Towards data‐driven video analysis for quantification of nocturnal sleep disturbance in dementia SM Mohammadi, CD Monica, VL Revell, G Atzori, DJ Dijk, K Wells Alzheimer's & dementia 19, e065742, 2023 | | 2023 |
| Data-driven video analysis of motion behaviour during sleep in older and younger participants SM Mohammadi, DJ Dijk, K Wells JOURNAL OF SLEEP RESEARCH 31, 2022 | | 2022 |
| Machine Learning Applied to Video Monitoring of Sleep SM Mohammadi University of Surrey, 2021 | | 2021 |
