Harvard Catalyst Profiles

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Aarti Sathyanarayana, Ph.D.


2019 - 2019
AES Young Investigator Award
2019 - 2020
Women in AMIA Leadership Scholar
2018 - 2018
NCWIT Collegiate Award Honorable Mention
2018 - 2018
Regional Collegiate Award
2017 - 2018
Doctoral Dissertation Fellowship
2017 - 2017
Big Data for Computational Medicine Fellowship

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Sathyanarayana A, El Atrache R, Jackson M, Alter AS, Mandl KD, Loddenkemper T, Bosl WJ. Nonlinear Analysis of Visually Normal EEGs to Differentiate Benign Childhood Epilepsy with Centrotemporal Spikes (BECTS). Sci Rep. 2020 May 21; 10(1):8419. PMID: 32439999.
  2. Aarti Sathyanrayana, Rima El Atrache, Michele Jackson, Kenneth Mandl, Tobias Loddenkemper, William J. Bosl. American Epilepsy Society Annual Meeting. Measuring drug effects on brain dynamics through electroencephalography . 2019; (2019). View Publication.
  3. 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. American Medical Informatics Association Annual Symposium. A Digital Biomarker for Detection of Benign Childhood Epilepsy with Centrotemporal Spikes (BECTS). 2019; (2019).
  4. Palotti J, Mall R, Aupetit M, Rueschman M, Singh M, Sathyanarayana A, Taheri S, Fernandez-Luque L. Benchmark on a large cohort for sleep-wake classification with machine learning techniques. NPJ Digit Med. 2019; 2:50. PMID: 31304396.
  5. Aarti Sathyanarayana. Computational Sleep Science: Machine Learning for the Detection, Diagnosis, and Treatment of Sleep Problems from Wearable Device Data. 2017. View Publication.
  6. Aarti Sathyanarayana, Jaideep Srivastava, Luis Fernandez-Luque. The science of sweet dreams: predicting sleep efficiency from wearable device data. Computer. 2017; 50(3):30-38. View Publication.
  7. Sathyanarayana A, Joty S, Fernandez-Luque L, Ofli F, Srivastava J, Elmagarmid A, Arora T, Taheri S. Correction of: Sleep Quality Prediction From Wearable Data Using Deep Learning. JMIR Mhealth Uhealth. 2016 Nov 25; 4(4):e130. PMID: 27885989.
  8. Sathyanarayana A, Joty S, Fernandez-Luque L, Ofli F, Srivastava J, Elmagarmid A, Arora T, Taheri S. Sleep Quality Prediction From Wearable Data Using Deep Learning. JMIR Mhealth Uhealth. 2016 Nov 04; 4(4):e125. PMID: 27815231.
    Citations: 2     
  9. Aarti Sathyanarayana, Shafiq Joty, Luis Fernandez-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed Elmagarmid, Shahrad Taheri, Teresa Arora. Impact of physical activity on sleep: a deep learning based exploration. arXiv. 2016. View Publication.
  10. Aarti Sathyanarayana, Ferda Ofli, Luis Fernandez-Luque, Jaideep Srivastava, Ahmed Elmagarmid, Teresa Arora, Shahrad Taheri. Robust Automated Human Activity Recognition & its Application to Sleep Research. IEEE International Conference on Data Mining. 2016; 495-502. View Publication.
  11. Prasanna Desikan, Aarti Sathyanarayana, Jaideep Srivastava. Encyclopedia of Social Network Analysis and Mining. Online Healthcare Management. 2014; 1182-1193. View Publication.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.