Aarti Sathyanarayana

Nonlinear Analysis of Visually Normal EEGs to Differentiate Benign Childhood Epilepsy with Centrotemporal Spikes (BECTS).

Sathyanarayana A, El Atrache R, Jackson M, Alter AS, Mandl KD, Loddenkemper T, Bosl WJ.

Sci Rep. 2020 05 21. 10(1):8419. PMID: 32439999

American Epilepsy Society Annual Meeting

Aarti Sathyanrayana, Rima El Atrache, Michele Jackson, Kenneth Mandl, Tobias Loddenkemper, William J. Bosl.

Measuring drug effects on brain dynamics through electroencephalography . 2019. (2019).

American Medical Informatics Association Annual Symposium

Aarti Sathyanarayana, PhD, Rima El Atrache, MD, Michele Jackson, BA, Ivan S. Fernandez, MD, Kenneth D. Mandl, MD, MPH, Tobias Loddenkemper, MD , William J. Bosl, PhD.

A Digital Biomarker for Detection of Benign Childhood Epilepsy with Centrotemporal Spikes (BECTS). 2019. (2019).

Benchmark on a large cohort for sleep-wake classification with machine learning techniques.

Palotti J, Mall R, Aupetit M, Rueschman M, Singh M, Sathyanarayana A, Taheri S, Fernandez-Luque L.

NPJ Digit Med. 2019. 2:50. PMID: 31304396

Computational Sleep Science: Machine Learning for the Detection, Diagnosis, and Treatment of Sleep Problems from Wearable Device Data

Aarti Sathyanarayana.

Computational Sleep Science: Machine Learning for the Detection, Diagnosis, and Treatment of Sleep Problems from Wearable Device Data. 2017.

The science of sweet dreams: predicting sleep efficiency from wearable device data

Aarti Sathyanarayana, Jaideep Srivastava, Luis Fernandez-Luque.

Computer. 2017. 50(3):30-38.

Correction of: Sleep Quality Prediction From Wearable Data Using Deep Learning.

Sathyanarayana A, Joty S, Fernandez-Luque L, Ofli F, Srivastava J, Elmagarmid A, Arora T, Taheri S.

JMIR Mhealth Uhealth. 2016 Nov 25. 4(4):e130. PMID: 27885989

Sleep Quality Prediction From Wearable Data Using Deep Learning.

Sathyanarayana A, Joty S, Fernandez-Luque L, Ofli F, Srivastava J, Elmagarmid A, Arora T, Taheri S.

JMIR Mhealth Uhealth. 2016 Nov 04. 4(4):e125. PMID: 27815231

Impact of physical activity on sleep: a deep learning based exploration

Aarti Sathyanarayana, Shafiq Joty, Luis Fernandez-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed Elmagarmid, Shahrad Taheri, Teresa Arora.

arXiv. 2016.

Robust Automated Human Activity Recognition & its Application to Sleep Research

Aarti Sathyanarayana, Ferda Ofli, Luis Fernandez-Luque, Jaideep Srivastava, Ahmed Elmagarmid, Teresa Arora, Shahrad Taheri.

IEEE International Conference on Data Mining. 2016. 495-502.