Brian Litt

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High-Frequency Oscillations Detected in Epileptic Networks Using Swarmed Neural-Network Features

Brian Litt, Greg Worrell, Hiram Firpi, 2007, Annals of Biomedical Engineering.

Machine learning to detect signatures of disease in liquid biopsies - a user's guide.

Po-Ling Loh, Brian Litt, Jina Ko, 2018, Lab on a chip.

A dynamical systems framework to uncover the drivers of large-scale cortical activity

Brian Litt, Jason Z. Kim, Danielle S. Bassett, 2019, bioRxiv.

Virtual cortical resection reveals push-pull network control preceding seizure evolution

Brian Litt, Danielle S. Bassett, Kathryn A. Davis, 2016 .

Logistic-weighted regression improves decoding of finger flexion from electrocorticographic signals

Brian Litt, Weixuan 'Vincent' Chen, Xilin Liu, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A multimodal platform for cloud-based collaborative research

Brian Litt, Benjamin H. Brinkmann, Gregory A. Worrell, 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).

Characterizing the role of the structural connectome in seizure dynamics.

Danielle S Bassett, Kathryn A Davis, Brian Litt, 2019, Brain : a journal of neurology.

Mapping and mining interictal pathological gamma (30-100 Hz) oscillations with clinical intracranial EEG in patients with epilepsy

Brian Litt, Otis Smart, Eric Marsh, 2012, Expert Syst. Appl..

Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings

Ankit N Khambhati, Brian Litt, Joost B. Wagenaar, 2017, Brain : a journal of neurology.

A stochastic framework for evaluating seizure prediction algorithms using hidden Markov models.

Brian Litt, Stephen Wong, Andrew B Gardner, 2007, Journal of neurophysiology.

Parsing spatiotemporal dynamical stability in ECoG during seizure onset, propagation, and termination

Brian Litt, George J. Pappas, Jean M. Vettel, 2017, 1706.08202.

Line length: an efficient feature for seizure onset detection

Brian Litt, Rosana Esteller, Javier Echauz, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Right-lateralized Brain Oscillations in Human Spatial Navigation

Brian Litt, Joseph R. Madsen, Arne D. Ekstrom, 2010, Journal of Cognitive Neuroscience.

How sensitive is functional connectivity to electrode resampling on intracranial EEG? Implications for personalized network models in drug-resistant epilepsy

Brian Litt, Russell T. Shinohara, Danielle S. Bassett, 2019, bioRxiv.

White Matter Network Architecture Guides Direct Electrical Stimulation through Optimal State Transitions

Brian Litt, Fabio Pasqualetti, Danielle S. Bassett, 2018, bioRxiv.

Median-based filtering methods for EEG seizure detection

Brian Litt, George Vachtsevanos, Rosana Esteller, 1999, Proceedings of the First Joint BMES/EMBS Conference. 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society (Cat. N.

Recurring functional interactions predict network architecture of interictal and ictal states in neocortical epilepsy

Brian Litt, Danielle S. Bassett, Kathryn A. Davis, 2016 .

Spin Sample Reader.

Brian Litt, 1983 .

Detection of seizure precursors from depth-EEG using a sign periodogram transform

Brian Litt, George J. Vachtsevanos, Javier R. Echauz, 2003, IEEE Transactions on Biomedical Engineering.

Shape representation in primate visual area 4 and inferotemporal cortex

Brian Litt, Thomas M. Murphy, B. Litt, 2010 .

Human and automated detection of high-frequency oscillations in clinical intracranial EEG recordings

Brian Litt, Dennis Dlugos, Andrew B. Gardner, 2007, Clinical Neurophysiology.

One-Class Novelty Detection for Seizure Analysis from Intracranial EEG

Brian Litt, George J. Vachtsevanos, Andrew B. Gardner, 2006, J. Mach. Learn. Res..

Cloud computing for seizure detection in implanted neural devices

Brian Litt, Timothy Denison, Vaclav Kremen, 2019, Journal of neural engineering.

Standards for data acquisition and software‐based analysis of in vivo electroencephalography recordings from animals. A TASK1‐WG5 report of the AES/ILAE Translational Task Force of the ILAE

Brian Litt, Akio Ikeda, Joost B. Wagenaar, 2017, Epilepsia.

Time-evolving controllability of effective connectivity networks during seizure progression

Brian Litt, Fabio Pasqualetti, Danielle S. Bassett, 2020, Proceedings of the National Academy of Sciences.

Plenary speakers: Reliable interfaces with the peripheral nervous system

Brian Litt, Silvestro Micera, Gert Cauwenberghs, 2013 .

Decoding the memorization of individual stimuli with direct human brain recordings

Brian Litt, Marcel van Gerven, Gordon Baltuch, 2013, NeuroImage.

Engineering the Next Generation of Brain Scientists

Brian Litt, B. Litt, 2015, Neuron.

Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets

Brian Litt, Justin A. Blanco, Drausin Wulsin, 2010, 2010 Ninth International Conference on Machine Learning and Applications.

Evolving a Bayesian classifier for ECG-based age classification in medical applications

Brian Litt, George J. Vachtsevanos, Ashraf Saad, 2008, Appl. Soft Comput..

Modeling the complex dynamics and changing correlations of epileptic events

Brian Litt, Emily B. Fox, Drausin Wulsin, 2014, Artif. Intell..

Continuous active probing and modulation of neural networks with a wireless implantable system

Brian Litt, Timothy Denison, Benjamin H. Brinkmann, 2017, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS).

A pairwise maximum entropy model uncovers the white matter scaffold underlying emergent dynamics in intracranial EEG

Brian Litt, Danielle S. Bassett, Shi Gu, 2018 .

Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Brian Litt, Feng Li, Alexandre Barachant, 2018, Brain : a journal of neurology.

White Matter Network Architecture Guides Direct Electrical Stimulation through Optimal State Transitions

Ankit N Khambhati, Danielle S Bassett, Timothy H Lucas, 2019, Cell reports.

Computation Applied to Clinical Epilepsy and Antiepileptic Devices

Brian Litt, Otis Smart, Stephen Wong, 2008 .

Special issue on epileptic seizure prediction

Brian Litt, Herbert Witte, Leon D. Iasemidis, 2003, IEEE Trans. Biomed. Eng..

Multimodal in vivo recording using transparent graphene microelectrodes illuminates spatiotemporal seizure dynamics at the microscale

Brian Litt, Danielle S. Bassett, Richard Rosch, 2020, bioRxiv.

On the Feasibility of Natural Language Processing for Standardized Data Extraction from Electronic Medical Records of Epilepsy Patients (P1.283)

Brian Litt, Kathryn A. Davis, Pouya Khankhanian, 2018 .

RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring

Brian Litt, Ramani Balu, Kathryn A. Davis, 2020, 2009.01920.

Time-frequency spectral estimation of multichannel EEG using the Auto-SLEX method

Brian Litt, Rainer von Sachs, Wensheng Guo, 2002, IEEE Transactions on Biomedical Engineering.

White Matter Network Architecture Guides Direct Electrical Stimulation Through Optimal State Transitions

Brian Litt, Joseph I. Tracy, Danielle S. Bassett, 2018 .

The statistics of a practical seizure warning system

Brian Litt, David B. Grimes, Javier Echauz, 2008, Journal of neural engineering.

A high-density, high-channel count, multiplexed μECoG array for auditory-cortex recordings.

Yonggang Huang, John A Rogers, Brian Litt, 2014, Journal of neurophysiology.

An unsupervised method for identifying regions that initiate seizures on intracranial EEG

Brian Litt, Drausin Wulsin, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Hierarchical Dirichlet Process Model with Multiple Levels of Clustering for Human EEG Seizure Modeling pdf

Brian Litt, Shane T. Jensen, Shane Jensen, 2012, ICML.

Flexible, Foldable, Actively Multiplexed, High-Density Electrode Array for Mapping Brain Activity in vivo

Brian Litt, Dae-Hyeong Kim, John A. Rogers, 2011, Nature Neuroscience.

Integrating Brain Implants With Local and Distributed Computing Devices: A Next Generation Epilepsy Management System

Brian Litt, Hang Joon Jo, Benjamin H. Brinkmann, 2018, IEEE Journal of Translational Engineering in Health and Medicine.

Drug discovery: A jump-start for electroceuticals

Brian Litt, Kevin J. Tracey, Edward S. Boyden, 2013, Nature.

Parsing epileptic events using a Markov switching process model for correlated time series

Brian Litt, Emily B. Fox, Drausin Wulsin, 2013, ICML.

Model-based design for seizure control by stimulation

Brian Litt, George J. Pappas, Jean M Vettel, 2020, Journal of neural engineering.

Flexible organic electronics for use in neural sensing

Brian Litt, Jan Van der Spiegel, Jonathan Viventi, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Frequency and dependence of long range temporal correlations in human hippocampal energy fluctuations

Brian Litt, Gregory A. Worrell, Matt Stead, 2005, Complex..

Looking at Everything in Context

Brian Litt, Zachary G. Ives, Nan Zheng, 2015, CIDR.

Repeated stimuli elicit diminished high-gamma electrocorticographic responses

Brian Litt, Gordon Baltuch, Michael R. Sperling, 2014, NeuroImage.

Crowdsourcing reproducible seizure forecasting in human and canine epilepsy

Brian Litt, Min Chen, Benjamin H. Brinkmann, 2016, Brain : a journal of neurology.

Science in the cloud (SIC): A use case in MRI connectomics

Brian Litt, Krzysztof J. Gorgolewski, William R. Gray Roncal, 2016, GigaScience.

Determining State of Consciousness from the Intracranial Electroencephalogram (IEEG) for Seizure Prediction

Brian Litt, George J. Vachtsevanos, Perry Betterton, 2003, Modelling, Identification and Control.

Flexible biomedical devices for mapping cardiac and neural electrophysiology

John A Rogers, Brian Litt, Dae-Hyeong Kim, 2011, 2011 International Reliability Physics Symposium.

Collaborating and sharing data in epilepsy research.

Brian Litt, Matthias Dümpelmann, Joost B. Wagenaar, 2015, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system

Brian Litt, Timothy Denison, Benjamin H. Brinkmann, 2017, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Proceedings of the second biennial Cleveland Neural Engineering Workshop 2013

Brian Litt, Kenneth J. Gustafson, Dustin J. Tyler, 2018, Bioelectronic medicine.

Spectral control of cortical activity

Brian Litt, George J. Pappas, Sérgio Pequito, 2017, 2017 American Control Conference (ACC).

A Time-Frequency Functional Model for Locally Stationary Time Series Data

Li Qin, Brian Litt, Wensheng Guo, 2009, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients

Brian Litt, George J. Vachtsevanos, Javier R. Echauz, 2003, IEEE Transactions on Biomedical Engineering.

Dynamic Network Drivers of Seizure Generation, Propagation and Termination in Human Neocortical Epilepsy

Brian Litt, Danielle S. Bassett, Kathryn A. Davis, 2014, PLoS Comput. Biol..

Epileptic seizure prediction using hybrid feature selection over multiple intracranial eeg electrode contacts: a report of four patients

Brian Litt, George J. Vachtsevanos, Javier R. Echauz, 2003, IEEE Trans. Biomed. Eng..

Local structural connectivity directs seizure spread in focal epilepsy

Brian Litt, Russell T. Shinohara, Danielle S. Bassett, 2018, bioRxiv.

Structural analysis and design of dynamic-flow networks: Implications in the brain dynamics

Brian Litt, George J. Pappas, Sérgio Pequito, 2016, 2016 American Control Conference (ACC).

A comparison of waveform fractal dimension algorithms

Brian Litt, George Vachtsevanos, Rosana Esteller, 2001 .

Discrete gamma oscillations identify the seizure onset zone in some pediatric epilepsy patients

Brian Litt, Brenda E. Porter, Eric D. Marsh, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Does the morphology of high-frequency (100–500 Hz) brain oscillations change during epileptic seizures?

Brian Litt, Justin A. Blanco, Allison Pearce, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit

Brian Litt, Ramani Balu, Joost B. Wagenaar, 2020, IEEE Journal of Biomedical and Health Informatics.

Millimeter-scale epileptiform spike patterns and their relationship to seizures

Brian Litt, Dae-Hyeong Kim, John A. Rogers, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Mining terabytes of submillimeter-resolution ECoG datasets for neurophysiologic biomarkers

Brian Litt, Jonathan Viventi, Justin Blanco, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Genetic Algorithm-Evolved Bayesian Network Classifier for Medical Applications

Brian Litt, Ashraf Saad, George Vachtsevanos, 2006 .

A novel seizure detection algorithm informed by hidden Markov model event states

Brian Litt, Hoameng Ung, Tyler Blevins, 2016, Journal of neural engineering.

Enabling an Open Data Ecosystem for the Neurosciences

Brian Litt, Russell A. Poldrack, Zachary G. Ives, 2016, Neuron.

Brain Parcellation Aids in Electrode Localization in Epileptic Patients

Brian Litt, James C. Gee, Yuanjie Zheng, 2011, AE-CAI.

The sensitivity of network statistics to incomplete electrode sampling on intracranial EEG

Brian Litt, Russell T. Shinohara, Danielle S. Bassett, 2020, Network Neuroscience.

Time-evolving controllability of effective connectivity networks during seizure progression

Brian Litt, Fabio Pasqualetti, Danielle S. Bassett, 2021, Proceedings of the National Academy of Sciences.

Feasibility study of a caregiver seizure alert system in canine epilepsy

Brian Litt, Gregory A. Worrell, Kent Leyde, 2013, Epilepsy Research.

Hippocampal gamma oscillations increase with working memory load

Brian Litt, Andreas Schulze-Bonhage, Armin Brandt, 2009 .

The effect of increased intracranial EEG sampling rates in clinical practice

Brian Litt, Kathryn A. Davis, William C. Stacey, 2018, Clinical Neurophysiology.

Virtual Cortical Resection Reveals Push-Pull Network Control Preceding Seizure Evolution

Brian Litt, Danielle S. Bassett, Kathryn A. Davis, 2016, Neuron.

Glutamate imaging (GluCEST) lateralizes epileptic foci in nonlesional temporal lobe epilepsy

Brian Litt, Russell T. Shinohara, John A. Detre, 2015, Science Translational Medicine.

Continuous EEG is associated with favorable hospitalization outcomes for critically ill patients

Kathryn A Davis, Brian Litt, B. Litt, 2018, Neurology.

Proceedings of the Second International Workshop on Advances in Electrocorticography

Brian Litt, Josef Parvizi, Gerwin Schalk, 2011, Epilepsy & Behavior.

Temporal changes of neocortical high-frequency oscillations in epilepsy.

Brian Litt, Allison Pearce, William C Stacey, 2013, Journal of neurophysiology.

Dissolution of Monocrystalline Silicon Nanomembranes and Their Use as Encapsulation Layers and Electrical Interfaces in Water-Soluble Electronics.

Brian Litt, Haiwen Luan, Xu Xie, 2017, ACS nano.

Electrical Stimulation of the Anterior Nucleus of the Thalamus for the Treatment of Intractable Epilepsy

Brian Litt, Gordon Baltuch, R. Fisher, 2004, Epilepsia.

Evidence for self-organized criticality in human epileptic hippocampus

Brian Litt, Gregory A Worrell, Javier Echauz, 2002, Neuroreport.

Brain Stimulation for Epilepsy

Brian Litt, Gordon Baltuch, B. Litt, 2001, Epilepsy & Behavior.

Behavioral / Systems / Cognitive Hippocampal Gamma Oscillations Increase with Memory Load

Brian Litt, Andreas Schulze-Bonhage, Armin Brandt, 2010 .

Engineering devices to treat epilepsy: a clinical perspective

Brian Litt, B. Litt, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Mapping the structural and functional network architecture of the medial temporal lobe using 7T MRI

Danielle S Bassett, Kathryn A Davis, Brian Litt, 2018, Human brain mapping.

Network recruitment to coherent oscillations in a hippocampal computer model.

Brian Litt, William C Stacey, Abba Krieger, 2011, Journal of neurophysiology.

Big data in status epilepticus

Brian Litt, Arjun Shankar, Steven N. Baldassano, 2019, Epilepsy & Behavior.

Temporal behavior of seizures and interictal bursts in prolonged intracranial recordings from epileptic canines

Kathryn A Davis, Brian Litt, Joost B. Wagenaar, 2016, Epilepsia.

Leaving tissue associated with infrequent intracranial EEG seizure onsets is compatible with post-operative seizure freedom

Brian Litt, Merritt W. Brown, Phillip B Storm, 2012, Journal of Pediatric Epilepsy.

Implantable devices for epilepsy: a clinical perspective

Brian Litt, B. Litt, 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

Forecasting Seizures in Dogs with Naturally Occurring Epilepsy

Brian Litt, Gregory A. Worrell, Kent Leyde, 2014, PloS one.

Genetic and neuroanatomical support for functional brain network dynamics in epilepsy

Brian Litt, Danielle S. Bassett, Richard F. Betzel, 2018, bioRxiv.

Gamma Oscillations Distinguish True From False Memories

Brian Litt, Andreas Schulze-Bonhage, Armin Brandt, 2007, Psychological science.

Continuous energy variation during the seizure cycle: towards an on-line accumulated energy

Brian Litt, George Vachtsevanos, Greg Worrell, 2005, Clinical Neurophysiology.

Synaptic noise and physiological coupling generate high-frequency oscillations in a hippocampal computational model.

Brian Litt, William C Stacey, W. Stacey, 2009, Journal of neurophysiology.

Virtual resection predicts surgical outcome for drug-resistant epilepsy.

Ankit N Khambhati, Danielle S Bassett, Timothy H Lucas, 2019, Brain : a journal of neurology.