Publications

Sathyanarayana, Aarti, El Atrache, R., Jackson, M., Alter, A.S., Mandl, K.D., Loddenkemper, T. and Bosl, W.J., 2020. Nonlinear Analysis of Visually Normal EEGs to Differentiate Benign Childhood Epilepsy with Centrotemporal Spikes. Scientific Reports, 10(1), pp.1-12.

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Sathyanarayana, Aarti, El Atrache, R., Jackson, M., Alter, A.S., Mandl, K.D., Loddenkemper, T. and Bosl, W., 2019. A Digital Biomarker for Benign Childhood Epilepsy with Centrotemporal Spikes. Journal of Clinical Neurophysiology and the proceedings of the American Clinical Neurophysiology Society's Annual Meeting

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Sathyanarayana, Aarti, El Atrache, R., Jackson, M., Alter, A.S., Mandl, K.D., Loddenkemper, T. and Bosl, W., 2019. Measuring Drug Effects on Brain Dynamics through Electroencephlography. Proceedings of the American Epilepsy Society's Annual Meeting

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Palotti, J., Mall, R., Aupetit, M., Rueschman, M., Singh, M., Sathyanarayana, Aarti, Taheri, S. and Fernandez-Luque, L., 2019. Benchmark on a Large Cohort for Sleep-Wake Classification with Machine Learning Techniques. npj Digital Medicine, 2(1), pp.1-9.

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Sathyanarayana, Aarti, Srivastava, J. and Fernandez-Luque, L., 2017. The Science of Sweet Dreams: Predicting Sleep Efficiency from Wearable Device Data. Computer, 50(3), pp.30-38.

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Sathyanarayana, Aarti, Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016. Sleep Quality Prediction From Wearable Data Using Deep Learning. JMIR mHealth and uHealth, 4(4), p.e125.

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Sathyanarayana, Aarti., Ofli, F., Fernandez-Luque, L., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016, December. Robust Automated Human Activity Recognition and its Application to Sleep Research. Proceedings of the IEEE 16th International Conference on Data Mining Workshops, pp. 495-502

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Sathyanarayana, Aarti, Pathak, J., McCoy, R., Romero-Brufau, S., Panaziahar, M. and Srivastava, J., 2014, Clinical Decision Making: A Framework for Predicting Rx Response. Proceedings of the IEEE International Conference on Data Mining Workshop, pp. 1185-1188

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Desikan, P.K., Sathyanarayana, Aarti. and Srivastava, J., 2014. Online Healthcare Management. Encyclopedia of Social Network Analysis and Mining

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