Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters. - Xiao Hu 002; Valeriy Nenov; Marvin Bergsneider; Thomas C. Glenn; Paul M. Vespa; Neil Martin (IEEE Trans. Biomed. Eng., 2007)

Characterization of Interdependency Between Intracranial Pressure and Heart Variability Signals: A Causal Spectral Measure and a Generalized Synchronization Measure. - Xiao Hu 002; Valeriy Nenov; Paul M. Vespa; Marvin Bergsneider (IEEE Trans. Biomed. Eng., 2007)

Morphological Clustering and Analysis of Continuous Intracranial Pressure. - Xiao Hu 002; Peng Xu 001; Fabien Scalzo; Paul M. Vespa; Marvin Bergsneider (IEEE Trans. Biomed. Eng., 2009)

Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. - Xiao Hu 002; Peng Xu 001; Shadnaz Asgari; Paul M. Vespa; Marvin Bergsneider (IEEE Trans. Biomed. Eng., 2010)

Geometric Metamorphosis. - Marc Niethammer; Gabriel L. Hart; Danielle F. Pace; Paul M. Vespa; Andrei Irimia; John D. Van Horn; Stephen R. Aylward (MICCAI (2), 2011)

Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern. - Robert B. Hamilton; Kevin Baldwin; Paul M. Vespa; Marvin Bergsneider; Xiao Hu 002 (EMBC, 2012)

Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation. - Bo Wang 019; Marcel Prastawa; Suyash P. Awate; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Guido Gerig (ISBI, 2012)

A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Guido Gerig (Image Processing, 2012)

Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. - Sunghan Kim; Fabien Scalzo; Marvin Bergsneider; Paul M. Vespa; Neil Martin; Xiao Hu 002 (IEEE Trans. Biomed. Eng., 2012)

High-resolution electroencephalographic forward modeling in traumatic brain injury using the finite element method. - S. Y. Matt Goh; Andrei Irimia; Carinna M. Torgerson; Ron Kikinis; Paul M. Vespa; John D. Van Horn (ISBI, 2013)

Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Micah C. Chambers; Neda Sadeghi; Paul M. Vespa; John D. Van Horn; Guido Gerig (ISBI, 2013)

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database. - Bo Wang 019; Marcel Prastawa; Avishek Saha; Suyash P. Awate; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Valerio Pascucci; Guido Gerig (MBIA, 2013)

Multimodal Deformable Registration of Traumatic Brain Injury MR Volumes via the Bhattacharyya Distance. - Yifei Lou; Andrei Irimia; Patricio A. Vela; Micah C. Chambers; John D. Van Horn; Paul M. Vespa; Allen R. Tannenbaum (IEEE Trans. Biomed. Eng., 2013)

4D active cut: An interactive tool for pathological anatomy modeling. - Bo Wang 019; Wei Liu 036; Marcel Prastawa; Andrei Irimia; Paul M. Vespa; John D. Van Horn; P. Thomas Fletcher; Guido Gerig (ISBI, 2014)

Integration of Multimodal Neuroimaging and Electroencephalography for the Study of Acute Epileptiform Activity After Traumatic Brain Injury. - Andrei Irimia; Sheng-Yang M. Goh; Paul M. Vespa; John D. Van Horn (DILS, 2015)

Validated automatic brain extraction of head CT images. - John Muschelli; Natalie L. Ullman; W. Andrew Mould; Paul M. Vespa; Daniel F. Hanley; Ciprian M. Crainiceanu (NeuroImage, 2015)

A semi-automated workflow solution for multimodal neuroimaging: application to patients with traumatic brain injury. - Koon-Pong Wong; Marvin Bergsneider; Thomas C. Glenn; Vladimir Kepe; Jorge R. Barrio; David A. Hovda; Paul M. Vespa; Sung-Cheng Huang (Brain Informatics, 2016)

Modeling 4D pathological changes by leveraging normative models. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Avishek Saha; Wei Liu 036; Sheng-Yang M. Goh; Paul M. Vespa; John D. Van Horn; Guido Gerig (Comput. Vis. Image Underst., 2016)

Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. - Xu Han 009; Roland Kwitt; Stephen R. Aylward; Bjoern H. Menze; Alexander Asturias; Paul M. Vespa; John D. Van Horn; Marc Niethammer (CoRR, 2017)

Analytic Tools for Post-traumatic Epileptogenesis Biomarker Search in Multimodal Dataset of an Animal Model and Human Patients. - Dominique Duncan; Giuseppe Barisano; Ryan P. Cabeen; Farshid Sepehrband; Rachael Garner; Adebayo Braimah; Paul M. Vespa; Asla Pitkänen; Meng Law; Arthur W. Toga (Frontiers Neuroinformatics, 2018)

Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach. - Xu Han 009; Roland Kwitt; Stephen R. Aylward; Spyridon Bakas; Bjoern H. Menze; Alexander Asturias; Paul M. Vespa; John D. Van Horn; Marc Niethammer (NeuroImage, 2018)

A Machine Learning Model to Predict Seizure Susceptibility from Resting-State fMRI Connectivity. - Rachael Garner; Marianna La Rocca; Giuseppe Barisano; Arthur W. Toga; Dominique Duncan; Paul M. Vespa (SpringSim, 2019)

Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. - Razieh Faghihpirayesh; Sebastian F. Ruf; Marianna La Rocca; Rachael Garner; Paul M. Vespa; Deniz Erdogmus; Dominique Duncan (EMBC, 2021)

Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. - Md Navid Akbar; Sebastian F. Ruf; Marianna La Rocca; Rachael Garner; Giuseppe Barisano; Ruskin Cua; Paul M. Vespa; Deniz Erdogmus; Dominique Duncan (CDMRI@MICCAI, 2021)

Enlarged Perivascular Spaces in Frontal and Temporal Cortical Regions Characterize Seizure Outcome After Traumatic Brain Injury. - Celina Alba; Giuseppe Barisano; Alexis Bennett; Akul Sharma; Paul M. Vespa; Dominique Duncan (ISBI, 2024)

Superficial White Matter Microstructure Alterations in the Right Temporal Lobe Associated with Post-Traumatic Epilepsy. - Akul Sharma; Rachael Garner; Alexandra Somodi; Vishnu Kadaba; Akhil Pullela; Paul M. Vespa; Dominique Duncan (ISBI, 2025)