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Career

· Assistant Professor, UC Berkeley2024–

Publications (31)

Using network analysis to localize the epileptogenic zone from invasive EEG recordings in intractable focal epilepsy
bioRxiv · 2018
42
cited
How Machine Learning is Powering Neuroimaging to Improve Brain Health
Neuroinformatics · 2022
36
cited
Risk-taking bias in human decision-making is encoded via a right–left brain push–pull system
Proceedings of the National Academy of Sciences of the United States of America · 2019
31
cited
Yeast heterochromatin regulators Sir2 and Sir3 act directly at euchromatic DNA replication origins
bioRxiv · 2018
31
cited
Point process temporal structure characterizes electrodermal activity
Proceedings of the National Academy of Sciences of the United States of America · 2020
26
cited
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2021
24
cited
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting
Physiological Measurement · 2022
12
cited
A Point Process Characterization Of Electrodermal Activity
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2018
11
cited
A Systematic Method for Preprocessing and Analyzing Electrodermal Activity
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2019
10
cited
Quantitative assessment of the relationship between behavioral and autonomic dynamics during propofol-induced unconsciousness
bioRxiv · 2020
10
cited
The influences and neural correlates of past and present during gambling in humans
Scientific Reports · 2017
10
cited
Computing network-based features from intracranial EEG time series data: Application to seizure focus localization
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2014
9
cited
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2020
8
cited
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity
IEEE Transactions on Biomedical Engineering · 2021
7
cited
Arousal Detection in Obstructive Sleep Apnea Using Physiology-Driven Features
International Conference on Computing in Cardiology · 2018
7
cited
Exploring the Gut-Brain Connection in Gastroparesis With Autonomic and Gastric Myoelectric Monitoring
IEEE Transactions on Biomedical Engineering · 2022
7
cited
The precuneus may encode irrationality in human gambling
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2016
7
cited
Analyzing Transitions in Anesthesia by Multimodal Characterization of Autonomic State
2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) · 2020
4
cited
Multitaper Infinite Hidden Markov Model for EEG
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2019
4
cited
Winning versus losing during gambling and its neural correlates
Annual Conference on Information Sciences and Systems · 2016
4
cited
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Sandya Subramanian | Researcher Profile | Sotabase | Sotabase