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Aarti Sathyanarayana
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Sleep quality prediction from wearable data using deep learning
A Sathyanarayana, S Joty, L Fernandez-Luque, F Ofli, J Srivastava, ...
JMIR mHealth and uHealth 4 (4), e6562, 2016
2572016
Benchmark on a large cohort for sleep-wake classification with machine learning techniques
J Palotti, R Mall, M Aupetit, M Rueschman, M Singh, A Sathyanarayana, ...
NPJ digital medicine 2 (1), 50, 2019
732019
Impact of physical activity on sleep: A deep learning based exploration
A Sathyanarayana, S Joty, L Fernandez-Luque, F Ofli, J Srivastava, ...
arXiv preprint arXiv:1607.07034, 2016
402016
The science of sweet dreams: predicting sleep efficiency from wearable device data
A Sathyanarayana, J Srivastava, L Fernandez-Luque
Computer 50 (3), 30-38, 2017
302017
Robust automated human activity recognition and its application to sleep research
A Sathyanarayana, F Ofli, L Fernandez-Luque, J Srivastava, ...
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
222016
Nonlinear Analysis of Visually Normal EEGs to Differentiate Benign Childhood Epilepsy with Centrotemporal Spikes
A Sathyanarayana, R El Atrache, M Jackson, AS Alter, KD Mandl, ...
Scientific Reports 10 (1), 1-12, 2020
14*2020
Dynamic activity recommendation system
J Srivastava, A Sathyanarayana
US Patent App. 16/556,647, 2020
82020
Measuring the effects of sleep on epileptogenicity with multifrequency entropy
A Sathyanarayana, R El Atrache, M Jackson, AS Alter, KD Mandl, ...
Clinical Neurophysiology 132 (9), 2012-2018, 2021
72021
Clinical decision making: A framework for predicting rx response
A Sathyanarayana, J Pathak, R McCoy, S Romero-Brufau, M Panaziahar, ...
2014 IEEE International Conference on Data Mining Workshop, 1185-1188, 2014
22014
Machine learning assisted satellite based positioning
BA Werner, BM Ledvina, DP Hilgenberg, A Sathyanarayana
US Patent 11,604,287, 2023
12023
Measuring Real-Time Medication Effects From Electroencephalography
A Sathyanarayana, R El Atrache, M Jackson, S Cantley, L Reece, ...
Journal of Clinical Neurophysiology, 10.1097, 2022
12022
Computational sleep science: Machine learning for the detection, diagnosis, and treatment of sleep problems from wearable device data
A Sathyanarayana
University of Minnesota, 2017
12017
Modeling Messaging Metadata to Identify Digital Disagreements among Non-incarcerated Adolescents in the Juvenile Justice System
H Pandey, C Rizzo, C Collibee, A Sathyanarayana
2023 11th International Conference on Affective Computing and Intelligent …, 2023
2023
Topological Data Analysis of Electroencephalogram Signals for Pediatric Obstructive Sleep Apnea
S Manjunath, JA Perea, A Sathyanarayana
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Machine learning assisted satellite based positioning
BA Werner, BM Ledvina, DP Hilgenberg, A Sathyanarayana
US Patent App. 18/107,496, 2023
2023
A Digital Biomarker for Detection of Benign Childhood Epilepsy with Centrotemporal Spikes.
A Sathyanarayana, R El Atrache, M Jackson, IS Fernandez, KD Mandl, ...
AMIA, 2019
2019
Online Healthcare Management.
PK Desikan, A Sathyanarayana, J Srivastava
Encyclopedia of Social Network Analysis and Mining, 1182-1193, 2014
2014
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Articles 1–17