Recent peer-reviewed publications

Pubmed listing

1. Yaghouby F and Sunderam S. SegWay: A simple framework for unsupervised sleep segmentation in experimental EEG recordings. MethodsX, 3:144-155, 2016.

2. Yaghouby F, O'Hara BF, and Sunderam S. Unsupervised estimation of mouse sleep scores and dynamics using a graphical model of electrophysiological measurements. Int J Neural Syst, 26:1650017, 2016.

3. Yaghouby F, Donohue KD, O'Hara BF, and Sunderam S. Noninvasive dissection of mouse sleep using a piezoelectric motion sensor. J Neurosci Methods, 259:90-100, 2015.

4. Yaghouby F and Sunderam S. Quasi-supervised scoring of human sleep in polysomnograms using augmented input variables. Comput Biol Med, 59:54-63, 2015.

5. Yaghouby F, Madahian B, Mirinejad H, Sunderam S. Feasibility of seizure risk prediction using intracranial EEG measurements in dogs. Proc. IEEE NEBEC, p5028-31, 2015.

6. Yaghouby F, Modur P, Sunderam S. Naive scoring of human sleep based on a hidden Markov model of the electroencephalogram. Proc. IEEE-EMBC, p5028-31, 2014.

7. Yaghouby F, Schildt C, Donohue KD, O'Hara BF, Sunderam S. Validation of a closed-loop sensory stimulation technique for selective sleep restriction in mice. Proc. IEEE-EMBC, p3771-4, 2014.

8. Sedigh-Sarvestani M, Thuku GI, Sunderam S, Parkar A, Weinstein SL, Schiff SJ, Gluckman BJ. Rapid-eye-movement sleep and hippocampal theta oscillations precede seizure onset in the tetanus toxin model of temporal lobe epilepsy, J Neurosci 34(4):1105-14, 2014.

9. Cuaycong M, Engel M, Weinstein SL, Perlman JM, Salmon E, Sunderam S, Vannucci SJ. A novel approach to the study of hypoxia-ischemia-induced clinical and subclinical seizures in the neonatal rat. Dev Neurosci, 33(3-4):241-50, 2011.

10. Sunderam S, Talathi SS, Lyubushin A, Sornette D, Osorio I. Challenges for emerging neurostimulation-based therapies for real-time seizure control. Epilepsy and Behavior , 22(1):118-25, 2011.

11. Sunderam S. 2011. How to detect and quantify epileptic seizures. In Epilepsy: The intersection of neurosciences, biology, mathematics, physics and engineering, ed. I. Osorio, H. P. Zaveri, M. G. Frei, and S. Arthurs. CRC Press.

12. Osorio I, Manly B, Sunderam S. Toward a quantitative multivariate analysis of the efficacy of antiseizure therapies. Epilepsy and Behavior, 18(4):335-343, 2010.

13. Sunderam S, Gluckman BJ, Reato D, Bikson M. Toward rational design of electrical stimulation strategies for epilepsy control. Review. Epilepsy and Behavior, 2010;17(1):6-22.