Marvin Bergsneider

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 2

Top Topics

Sequential Monte Carlo

Bayesian Estimation

Semisupervised Learning

Traumatic Brain Injury

Top Venues

IEEE Trans. Biomed. Eng.

Artif. Intell. Medicine

Brain Informatics

Publications

Jiahao Lin, Siyuan Liu, Marvin Bergsneider, J. Rock Hadley, Giyarpuram N. Prashant, Sophie Peeters, Robert N. Candler, Kyung Hyun Sung
A Miniature Flexible Coil for High-SNR MRI of the Pituitary Gland. IEEE Access 10 (2022)
Koon-Pong Wong, Marvin Bergsneider, Thomas C. Glenn, Vladimir Kepe, Jorge R. Barrio, David A. Hovda, Paul M. Vespa, Sung-Cheng Huang
A semi-automated workflow solution for multimodal neuroimaging: application to patients with traumatic brain injury. Brain Informatics 3 (1) (2016)
Sunghan Kim, Robert B. Hamilton, Stacy Pineles, Marvin Bergsneider, Xiao Hu
Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning. IEEE Trans. Biomed. Eng. 60 (4) (2013)
Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu
Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu
Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine 54 (2) (2012)
Robert B. Hamilton, Kevin Baldwin, Paul M. Vespa, Marvin Bergsneider, Xiao Hu
Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern. EMBC (2012)
Peng Xu, Magdalena Kasprowicz, Marvin Bergsneider, Xiao Hu
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Xiao Hu, Peng Xu, Shadnaz Asgari, Paul M. Vespa, Marvin Bergsneider
Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. IEEE Trans. Biomed. Eng. 57 (5) (2010)
Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
A robust approach toward recognizing valid arterial-blood-pressure pulses. IEEE Trans. Inf. Technol. Biomed. 14 (1) (2010)
Xiao Hu, Peng Xu, Shaozhi Wu, Shadnaz Asgari, Marvin Bergsneider
A data mining framework for time series estimation. J. Biomed. Informatics 43 (2) (2010)
Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. 47 (9) (2009)
Shaozhi Wu, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques. CSIE (5) (2009)
Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider
Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. 56 (3) (2009)
Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu
Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) (2008)
Xiao Hu, Valeriy Nenov, Paul M. Vespa, Marvin Bergsneider
Characterization of Interdependency Between Intracranial Pressure and Heart Variability Signals: A Causal Spectral Measure and a Generalized Synchronization Measure. IEEE Trans. Biomed. Eng. 54 (8) (2007)
Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Thomas C. Glenn, Paul M. Vespa, Neil Martin
Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters. IEEE Trans. Biomed. Eng. 54 (4) (2007)
Xiao Hu, Valeriy Nenov, Marvin Bergsneider
Integrative Analysis of Intracranial Pressure and R-R Interval Signals: a Study of ICP B-Wave using Causal Coherence. EMBC (2006)
Xiao Hu, Valeriy Nenov, Thomas C. Glenn, Luzius A. Steiner, Marek Czosnyka, Marvin Bergsneider, Neil Martin
Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation. IEEE Trans. Biomed. Eng. 53 (2) (2006)
Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Neil Martin
A Data mining framework of noninvasive intracranial pressure assessment. Biomed. Signal Process. Control. 1 (1) (2006)
Selene A. Lee, Daniel J. Vasquez, Marvin Bergsneider, Jack W. Judy
Magnetic Microactuators for MEMS-Enabled Ventricular Catheters for Hydrocephalus. EMBC (2006)
Wei-Hsun Liao, Hillary Protas, Luminita A. Vese, Sung-Cheng Huang, Marvin Bergsneider, Stanley J. Osher
New framework for object warping: semi-Lagrangian level set approach. ICIP (3) (2003)
Wei-Hsun Liao, Luminita A. Vese, Sung-Cheng Huang, Marvin Bergsneider, Stanley J. Osher
Computational Anatomy and Implicit Object Representation: A Level Set Approach. WBIR (2003)
Yun Zhou, Sung-Cheng Huang, Marvin Bergsneider, Dean F. Wong
Improved Parametric Image Generation Using Spatial-Temporal Analysis of Dynamic PET Studies. NeuroImage 15 (3) (2002)