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 (EMBC, 2014)

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 001; John T. Gale; Sridevi V. Sarma (CISS, 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 001; Sridevi V. Sarma; John T. Gale (EMBC, 2016)

Arousal Detection in Obstructive Sleep Apnea using Physiology-Driven Features. - Sandya Subramanian; Shubham Chamadia; Sourish Chakravarty (CinC, 2018)

A Point Process Characterization Of Electrodermal Activity. - Sandya Subramanian; Riccardo Barbieri; Emery N. Brown (EMBC, 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)

Multitaper Infinite Hidden Markov Model for EEG. - Andrew H. Song; Leon Chlon; Hugo Soulat; John Tauber; Sandya Subramanian; Demba E. Ba; Michael J. Prerau (EMBC, 2019)

A Systematic Method for Preprocessing and Analyzing Electrodermal Activity. - Sandya Subramanian; Riccardo Barbieri; Emery N. Brown (EMBC, 2019)

Multimodal vs Unimodal Estimation of Sympathetic-Driven Arousal States. - Sandya Subramanian; Emery N. Brown; Riccardo Barbieri (CinC, 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 (EMBC, 2020)

Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity. - Sandya Subramanian; Bryan Tseng; Riccardo Barbieri; Emery N. Brown (EMBC, 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)

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)

Automated classification of sleep and wake from single day triaxial accelerometer data. - Sandya Subramanian; Todd P. Coleman (EMBC, 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 (EMBC, 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; et al. (Neuroinformatics, 2022)

A Convex Formulation of Point Process Heartbeat Dynamics using a Gamma Generalized Linear Model. - Andrew Perley; Sandya Subramanian; Todd P. Coleman (BSN, 2023)

Exploring the aperiodic nature of parasympathetic activity during sleep in idiopathic gastroparesis. - Sandya Subramanian; David C. Kunkel; Todd P. Coleman (EMBC, 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., 2023)

Data-Driven Peak Alpha Identification Reveals Distinct EEG Spatial Signature Phenotypes in Chronic Pain. - Sandya Subramanian; Edward Lannon; Sean Mackey (EMBC, 2024)