Sandya Subramanian

According to our database, Sandya Subramanian authored at least 19 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exploring the Gut-Brain Connection in Gastroparesis With Autonomic and Gastric Myoelectric Monitoring.

Sandya Subramanian, David C. Kunkel, Linda Nguyen, Todd P. Coleman

IEEE Trans. Biomed. Eng., December, 2023

Exploring the aperiodic nature of parasympathetic activity during sleep in idiopathic gastroparesis.

Sandya Subramanian, David C. Kunkel, Todd P. Coleman

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Convex Formulation of Point Process Heartbeat Dynamics using a Gamma Generalized Linear Model.

Andrew Perley, Sandya Subramanian, Todd P. Coleman

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

How Machine Learning is Powering Neuroimaging to Improve Brain Health.

Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell B. Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon B. Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J. O'Donnell, Yangming Ou, Yogesh Rathi, Shan H. Siddiqi, Haoqi Sun, M. Brandon Westover, Susan L. Whitfield-Gabrieli, Randy L. Gollub

Neuroinformatics, 2022

Tonic Electrodermal Activity is a Robust Marker of Psychological and Physiological Changes during Induction of Anesthesia.

Bryan Tseng, Sandya Subramanian, Riccardo Barbieri, Emery N. Brown

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Automated classification of sleep and wake from single day triaxial accelerometer data.

Sandya Subramanian, Todd P. Coleman

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity.

Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown

IEEE Trans. Biomed. Eng., 2021

Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity.

Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown

PLoS Comput. Biol., 2021

Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity.

Sandya Subramanian, Bryan Tseng, Riccardo Barbieri, Emery N. Brown

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State.

Sandya Subramanian, Riccardo Barbieri, Patrick L. Purdon, Emery N. Brown

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Multimodal vs Unimodal Estimation of Sympathetic-Driven Arousal States.

Sandya Subramanian, Emery N. Brown, Riccardo Barbieri

Proceedings of the Computing in Cardiology, 2020

2019

A Systematic Method for Preprocessing and Analyzing Electrodermal Activity.

Sandya Subramanian, Riccardo Barbieri, Emery N. Brown

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Multitaper Infinite Hidden Markov Model for EEG.

Andrew H. Song, Leon Chlon, Hugo Soulat, John Tauber, Sandya Subramanian, Demba E. Ba, Michael J. Prerau

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference.

Leon Chlon, Andrew H. Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba E. Ba, Michael J. Prerau

CoRR, 2018

A Point Process Characterization Of Electrodermal Activity.

Sandya Subramanian, Riccardo Barbieri, Emery N. Brown

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Arousal Detection in Obstructive Sleep Apnea using Physiology-Driven Features.

Sandya Subramanian, Shubham Chamadia, Sourish Chakravarty

Proceedings of the Computing in Cardiology, 2018

2016

The precuneus may encode irrationality in human gambling.

Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, Sridevi V. Sarma, John T. Gale

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Winning versus losing during gambling and its neural correlates.

Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, John T. Gale, Sridevi V. Sarma

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2014

Computing network-based features from intracranial EEG time series data: Application to seizure focus localization.

Stephanie Hao, Sandya Subramanian, Austin Jordan, Sabato Santaniello, Robert Yaffe, Christophe C. Jouny, Gregory K. Bergey, William S. Anderson, Sridevi V. Sarma

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014