Brian Litt

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 11

Top Topics

Continuous Monitoring

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Kevin Xie, William K. S. Ojemann, Ryan S. Gallagher, Russell T. Shinohara, Alfredo Lucas, Chloe E. Hill, Roy H. Hamilton, Kevin B. Johnson, Dan Roth, Brian Litt, Colin A. Ellis
Disparities in seizure outcomes revealed by large language models. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Andrew Y. Revell, Alexander B. Silva, T. Campbell Arnold, Joel M. Stein, Sandhitsu R. Das, Russell T. Shinohara, Danielle S. Bassett, Brian Litt, Kathryn A. Davis
A framework For brain atlases: Lessons from seizure dynamics. NeuroImage 254 (2022)
Kevin Xie, Ryan S. Gallagher, Erin C. Conrad, Chadric O. Garrick, Steven Baldassano, John M. Bernabei, Peter D. Galer, Nina J. Ghosn, Adam S. Greenblatt, Tara Jennings, Alana Kornspun, Catherine V. Kulick-Soper, Jal M. Panchal, Akash R. Pattnaik, Brittany Scheid, Danmeng Wei, Micah Weitzman, Ramya Muthukrishnan, Joongwon Kim, Brian Litt, Colin A. Ellis, Dan Roth
Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Kevin Xie, Brian Litt, Dan Roth, Colin A. Ellis
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record. BioNLP@ACL (2022)
Brittany Scheid, Stephen Aradi, Robert M. Pierson, Steven Baldassano, Inbar Tivon, Brian Litt, Pedro Gonzalez-Alegre
Predicting Severity of Huntington's Disease With Wearable Sensors. Frontiers Digit. Health 4 (2022)
Brendan B. Murphy, Brittany Scheid, Quincy Hendricks, Nicholas V. Apollo, Brian Litt, Flavia Vitale
Time Evolution of the Skin-Electrode Interface Impedance under Different Skin Treatments. Sensors 21 (15) (2021)
Steven Baldassano, Shawniqua Williams Roberson, Ramani Balu, Brittany Scheid, John M. Bernabei, Jay Pathmanathan, Brian Oommen, Damien Leri, Javier R. Echauz, Michael Gelfand, Paulomi Kadakia Bhalla, Chloe E. Hill, Amanda Christini, Joost B. Wagenaar, Brian Litt
IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Sérgio Pequito, Arian Ashourvan, Danielle S. Bassett, Brian Litt, George J. Pappas
Spectral control of cortical activity. ACC (2017)
Václav Kremen, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison, Gregory A. Worrell
Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS (2017)
Václav Kremen, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie J. Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison, Gregory A. Worrell
Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS (2017)
Sérgio Pequito, Ankit N. Khambhati, George J. Pappas, Dragoslav D. Siljak, Danielle S. Bassett, Brian Litt
Structural analysis and design of dynamic-flow networks: Implications in the brain dynamics. ACC (2016)
Ankit N. Khambhati, Kathryn A. Davis, Brian S. Oommen, Stephanie H. Chen, Timothy H. Lucas, Brian Litt, Danielle S. Bassett
Dynamic Network Drivers of Seizure Generation, Propagation and Termination in Human Neocortical Epilepsy. PLoS Comput. Biol. 11 (12) (2015)
Zachary G. Ives, Zhepeng Yan, Nan Zheng, Brian Litt, Joost B. Wagenaar
Looking at Everything in Context. CIDR (2015)
Anna Rodriguez Merzagora, Thomas J. Coffey, Michael R. Sperling, Ashwini Sharan, Brian Litt, Gordon Baltuch, Joshua Jacobs
Repeated stimuli elicit diminished high-gamma electrocorticographic responses. NeuroImage 85 (2014)
Weixuan Chen, Xilin Liu, Brian Litt
Logistic-weighted regression improves decoding of finger flexion from electrocorticographic signals. EMBC (2014)
Drausin F. Wulsin, Emily B. Fox, Brian Litt
Modeling the complex dynamics and changing correlations of epileptic events. Artif. Intell. 216 (2014)
Marcel A. J. van Gerven, Eric Maris, Michael R. Sperling, Ashwini Sharan, Brian Litt, Christopher Anderson, Gordon Baltuch, Joshua Jacobs
Decoding the memorization of individual stimuli with direct human brain recordings. NeuroImage 70 (2013)
Drausin Wulsin, Emily B. Fox, Brian Litt
Parsing epileptic events using a Markov switching process model for correlated time series. ICML (1) (2013)
Otis Smart, Douglas Maus, Eric D. Marsh, Dennis J. Dlugos, Brian Litt, Kimford Meador
Mapping and mining interictal pathological gamma (30-100 Hz) oscillations with clinical intracranial EEG in patients with epilepsy. Expert Syst. Appl. 39 (8) (2012)
Drausin Wulsin, Shane Jensen, Brian Litt
A Hierarchical Dirichlet Process Model with Multiple Levels of Clustering for Human EEG Seizure Modeling CoRR (2012)
Drausin Wulsin, Shane Jensen, Brian Litt
A Hierarchical Dirichlet Process Model with Multiple Levels of Clustering for Human EEG Seizure Modeling. ICML (2012)
Jay R. Gupta, Eric D. Marsh, Horng-An Edward Nieh, Brenda E. Porter, Brian Litt
Discrete gamma oscillations identify the seizure onset zone in some pediatric epilepsy patients. EMBC (2011)
Ann C. Chamberlain, Jonathan Viventi, Justin A. Blanco, Dae-Hyeong Kim, John A. Rogers, Brian Litt
Millimeter-scale epileptiform spike patterns and their relationship to seizures. EMBC (2011)
Drausin Wulsin, Brian Litt
An unsupervised method for identifying regions that initiate seizures on intracranial EEG. EMBC (2011)
Jue Wu, Kathryn A. Davis, Allan Azarion, Yuanjie Zheng, Hongzhi Wang, Brian Litt, James C. Gee
Brain Parcellation Aids in Electrode Localization in Epileptic Patients. AE-CAI (2011)
Hank Bink, Yuming Lai, Sangameshwar R. Saudari, Brian Helfer, Jonathan Viventi, Jan Van der Spiegel, Brian Litt, Cherie Kagan
Flexible organic electronics for use in neural sensing. EMBC (2011)
Allison Pearce, Drausin Wulsin, Brian Litt, Justin A. Blanco
Does the morphology of high-frequency (100-500 Hz) brain oscillations change during epileptic seizures? ACSCC (2011)
Joshua Jacobs, Igor O. Korolev, Jeremy B. Caplan, Arne D. Ekstrom, Brian Litt, Gordon Baltuch, Itzhak Fried, Andreas Schulze-Bonhage, Joseph R. Madsen, Michael J. Kahana
Right-lateralized Brain Oscillations in Human Spatial Navigation. J. Cogn. Neurosci. 22 (5) (2010)
Drausin Wulsin, Justin A. Blanco, Ram Mani, Brian Litt
Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets. ICMLA (2010)
Matthew C. Wiggins, Ashraf Saad, Brian Litt, George J. Vachtsevanos
Evolving a Bayesian classifier for ECG-based age classification in medical applications. Appl. Soft Comput. 8 (1) (2008)
Andrew B. Gardner, Abba M. Krieger, George J. Vachtsevanos, Brian Litt
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG. J. Mach. Learn. Res. 7 (2006)
Matt Stead, Gregory A. Worrell, Brian Litt
Frequency and dependence of long range temporal correlations in human hippocampal energy fluctuations. Complex. 10 (5) (2005)
Maryann D'Alessandro, Rosana Esteller, George J. Vachtsevanos, Arthur Hinson, Javier R. Echauz, Brian Litt
Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients. IEEE Trans. Biomed. Eng. 50 (5) (2003)
Joel J. Niederhauser, Rosana Esteller, Javier R. Echauz, George J. Vachtsevanos, Brian Litt
Detection of seizure precursors from depth-EEG using a sign periodogram transform. IEEE Trans. Biomed. Eng. 50 (4) (2003)
Maryann D'Alessandro, Rosana Esteller, George J. Vachtsevanos, Arthur Hinson, Javier R. Echauz, Brian Litt
Epileptic seizure prediction using hybrid feature selection over multiple intracranial eeg electrode contacts: a report of four patients. IEEE Trans. Biomed. Eng. 50 (8) (2003)
Perry Betterton, Maryann D'Alessandro, George J. Vachtsevanos, Brian Litt
Determining State of Consciousness from the Intracranial Electroencephalogram (IEEG) for Seizure Prediction. Modelling, Identification and Control (2003)
Herbert Witte, Leon D. Iasemidis, Brian Litt
Special issue on epileptic seizure prediction. IEEE Trans. Biomed. Eng. 50 (5) (2003)
Maryann D'Alessandro, George J. Vachtsevanos, Rosana Esteller, Javier R. Echauz, Denise Sewell, Brian Litt
A systematic approach to seizure prediction using genetic and classifier based feature selection. DSP (2002)
Stephen D. Cranstoun, Hernando C. Ombao, Rainer von Sachs, Wensheng Guo, Brian Litt
Time-frequency spectral estimation of multichannel EEG using the Auto-SLEX method. IEEE Trans. Biomed. Eng. 49 (9) (2002)
Rosana Esteller, George J. Vachtsevanos, Javier R. Echauz, Tom Henry, P. Pennell, C. Epstein, R. Bakay, Christina Bowen, Brian Litt
Fractal dimension characterizes seizure onset in epileptic patients. ICASSP (1999)