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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
2682016
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
842019
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
312017
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
15*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
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
22022
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
Investigating social interaction patterns with depression severity across different personality traits using digital phenotyping
OB Amin, V Mishra, A Sathyanarayana
2023 11th International Conference on Affective Computing and Intelligent …, 2023
12023
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
12023
Machine learning assisted satellite based positioning
BA Werner, BM Ledvina, DP Hilgenberg, A Sathyanarayana
US Patent 11,604,287, 2023
12023
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
Machine learning assisted satellite based positioning
BA Werner, BM Ledvina, DP Hilgenberg, A Sathyanarayana
US Patent 12,000,938, 2024
2024
Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals
S Manjunath, A Sathyanarayana
arXiv preprint arXiv:2405.09566, 2024
2024
0316 Real-time Detection of Oxygen Desaturation Using Electroencephalogram Signals
S Manjunath, A Sathyanarayana
Sleep 47 (Supplement_1), A136-A136, 2024
2024
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
Exploring Sleep Disturbance in Central Nervous System Disorders
National Academies of Sciences, Engineering, and Medicine
2023
Exploring Sleep Disturbance in Central Nervous System Disorders: Proceedings of a Workshop
National Academies of Sciences, Engineering, and Medicine
2023
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