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PRNI 2013: Philadelphia, PA, USA
- International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013, Philadelphia, PA, USA, June 22-24, 2013. IEEE 2013, ISBN 978-0-7695-5061-9
- Francisco Pereira, Matthew M. Botvinick:
Simitar: Simplified Searching of Statistically Significant Similarity Structure. 1-4 - Michael Eickenberg, Mehdi Senoussi
, Fabian Pedregosa, Alexandre Gramfort
, Bertrand Thirion:
Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures. 5-8 - Oluwasanmi Koyejo, Priyank Patel, Joydeep Ghosh, Russell A. Poldrack
:
Learning Predictive Cognitive Structure from fMRI Using Supervised Topic Models. 9-12 - Bilwaj Gaonkar, Aristeidis Sotiras
, Christos Davatzikos
:
Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data. 13-16 - Alexandre Gramfort
, Bertrand Thirion, Gaël Varoquaux
:
Identifying Predictive Regions from fMRI with TV-L1 Prior. 17-20 - Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux
, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion:
Robust Group-Level Inference in Neuroimaging Genetic Studies. 21-24 - Paramveer S. Dhillon, James C. Gee, Lyle H. Ungar, Brian B. Avants
:
Anatomically-Constrained PCA for Image Parcellation. 25-28 - Francisco Pereira, Jennifer M. Walz
, Hasan Ertan Çetingül, Sandra Sudarsky, Mariappan S. Nadar, Ruchika Prakash:
Creating Group-Level Functionally-Defined Atlases for Diagnostic Classification. 29-32 - Seonjoo Lee
, Vadim Zipunnikov, Navid Shiee, Ciprian M. Crainiceanu, Brian S. Caffo, Dzung L. Pham:
Clustering of High Dimensional Longitudinal Imaging Data. 33-36 - Russell T. Shinohara, Ciprian S. Crainiceanu, Brian S. Caffo, Daniel S. Reich:
Information Criteria for Dynamic Contrast-Enhanced Magnetic Resonance Imaging. 37-41 - Emanuele Olivetti
, Thien Bao Nguyen
, Eleftherios Garyfallidis, Nivedita Agarwal
, Paolo Avesani
:
Fast Clustering for Interactive Tractography Segmentation. 42-45 - Hasan Ertan Çetingül, Laura Dumont, Mariappan S. Nadar, Paul M. Thompson
, Guillermo Sapiro, Christophe Lenglet
:
Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography. 46-49 - Karen Sandø Ambrosen, Tue Herlau
, Tim B. Dyrby
, Mikkel N. Schmidt
, Morten Mørup
:
Comparing Structural Brain Connectivity by the Infinite Relational Model. 50-53 - Pierre Bellec
:
Mining the Hierarchy of Resting-State Brain Networks: Selection of Representative Clusters in a Multiscale Structure. 54-57 - Eugene P. Duff
, Tamar R. Makin, Sasidhar Madugula, Stephen M. Smith
, Mark William Woolrich
:
Utility of Partial Correlation for Characterising Brain Dynamics: MVPA-based Assessment of Regularisation and Network Selection. 58-61 - Danilo Bzdok, Robert Langner
, Simon B. Eickhoff
, Angela R. Laird
, Peter T. Fox:
Antagonistic Activation Patterns Underlie Multi-functionality of the Right Temporo-Parietal Junction. 62-65 - Maria J. Rosa, Liana Catarina Lima Portugal, John Shawe-Taylor
, Janaina Mourão Miranda:
Sparse Network-Based Models for Patient Classification Using fMRI. 66-69 - Jonas Richiardi
, André Altmann
, Michael D. Greicius:
Two Test Statistics for Cross-Modal Graph Community Significance. 70-73 - Nora Leonardi, Dimitri Van De Ville
:
Identifying Network Correlates of Brain States Using Tensor Decompositions of Whole-Brain Dynamic Functional Connectivity. 74-77 - Manjari Narayan
, Genevera I. Allen:
Randomized Approach to Differential Inference in Multi-subject Functional Connectivity. 78-81 - Viktor Wottschel
, Olga Ciccarelli, Declan T. Chard, David H. Miller, Daniel C. Alexander
:
Prediction of Second Neurological Attack in Patients with Clinically Isolated Syndrome Using Support Vector Machines. 82-85 - Wesley T. Kerr
, Andrew Y. Cho, Ariana E. Anderson, Pamela K. Douglas, Edward P. Lau, Eric S. Hwang, Kaavya R. Raman, Aaron Trefler, Mark S. Cohen, Stefan T. Nguyen, Navya M. Reddy, Daniel H. S. Silverman:
Balancing Clinical and Pathologic Relevance in the Machine Learning Diagnosis of Epilepsy. 86-89 - Meriem El Azami, Alexander Hammers, Nicolas Costes
, Carole Lartizien:
Computer Aided Diagnosis of Intractable Epilepsy with MRI Imaging Based on Textural Information. 90-93 - Katja Franke
, Michael Ristow
, Christian Gaser
:
Gender-Specific Effects of Health and Lifestyle Markers on Individual BrainAGE. 94-97 - Borbála Hunyadi
, Marco Signoretto, Stefan Debener, Sabine Van Huffel, Maarten De Vos
:
Classification of Structured EEG Tensors Using Nuclear Norm Regularization: Improving P300 Classification. 98-101 - Moritz Grosse-Wentrup
, Stefan Harmeling, Thorsten O. Zander, N. Jeremy Hill, Bernhard Schölkopf
:
How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data. 102-105 - Sofie Therese Hansen
, Carsten Stahlhut, Lars Kai Hansen
:
Sparse Source EEG Imaging with the Variational Garrote. 106-109 - Maneesh Dewan, Yiqiang Zhan, Gerardo Hermosillo, Bing Jian, Xiang Sean Zhou:
Brain PET Attenuation Correction without CT: An Investigation. 110-113 - Jeroen Van Schependom, Mieke D'hooge, Krista Cleynhens, Marie B. D'hooghe
, Jacques De Keyser
, Guy Nagels:
Detection of Cognitive Impairment in MS Based on an EEG P300 Paradigm. 114-118 - Cécile Bordier, Emiliano Macaluso
:
Detection of Transient Inter-regional Coupling in fMRI Time Series: A New Method Combining Inter-subjects Synchronization and Cluster-Analyses. 119-123 - Jessica Schrouff
, Julien Crémers, Gaëtan Garraux
, Luca Baldassarre, Janaina Mourão Miranda, Christophe Phillips
:
Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models. 124-127 - Emanuele Olivetti
, Danilo Benozzo, Seyed Mostafa Kia
, Marta Ellero, Thomas Hartmann
:
The Kernel Two-Sample Test vs. Brain Decoding. 128-131 - Seyed Mostafa Kia
, Emanuele Olivetti
, Paolo Avesani
:
Discrete Cosine Transform for MEG Signal Decoding. 132-135 - Sandro Vega-Pons
, Paolo Avesani
:
Brain Decoding via Graph Kernels. 136-139 - Joset A. Etzel, Todd S. Braver
:
MVPA Permutation Schemes: Permutation Testing in the Land of Cross-Validation. 140-143 - Fermín Segovia
, Christine Bastin
, Eric Salmon
, Juan Manuel Górriz
, Javier Ramírez
, Christophe Phillips
:
Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. 144-147 - Ahmad Khodayari-Rostamabad, James P. Reilly, Gary M. Hasey:
Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and Its Application to Predict Antidepressant Treatment Response. 148-151 - Andrea Pulido
, Andrea Rueda
, Eduardo Romero, Norberto Malpica
:
Discovering Regional Pathological Patterns in Brain MRI. 152-156 - Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Christos Davatzikos
:
A Graph-Based Brain Parcellation Method Extracting Sparse Networks. 157-160 - Tianhao Zhang, Theodore D. Satterthwaite, Christos Davatzikos
:
ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables. 161-164 - Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort
:
HRF Estimation Improves Sensitivity of fMRI Encoding and Decoding Models. 165-169 - Jonathan Young, John Ashburner
, Sébastien Ourselin:
Wrapper Methods to Correct Mislabelled Training Data. 170-173 - George D. Stetten, Cindy Wong, Vikas Shivaprabhu, Ada Zhang, Samantha Horvath, Jihang Wang, John M. Galeotti, Vijay Gorantla, Howard Aizenstein:
Descending Variance Graphs for Segmenting Neurological Structures. 174-177 - Hongjing Xia, Dan Ruan, Mark S. Cohen:
BCG Artifact Removal for Reconstructing Full-Scalp EEG Inside the MR Scanner. 178-181 - Mohammad Hadi Kefayati, Hamid Sheikhzadeh, Hamid R. Rabiee
, Ali Soltani-Farani:
Semi-spatiotemporal fMRI Brain Decoding. 182-185 - Anne-Laure Fouque, Clara Fischer, Vincent Frouin, Philippe Ciuciu, Edouard Duchesnay:
Comparison of Features for Voxel-Based Analysis and Classification of Anatomical Neuroimaging Data. 186-189 - Viviana Siless
, Sergio Medina, Gaël Varoquaux
, Bertrand Thirion:
A Comparison of Metrics and Algorithms for Fiber Clustering. 190-193 - Krzysztof J. Gorgolewski
, Pierre-Louis Bazin
, Haakon G. Engen, Daniel S. Margulies
:
Fifty Shades of Gray, Matter: Using Bayesian Priors to Improve the Power of Whole-Brain Voxel- and Connexelwise Inferences. 194-197 - Jane Maryam Rondina, John Shawe-Taylor
, Janaina Mourão Miranda:
Stability-Based Multivariate Mapping Using SCoRS. 198-202 - Felipe Yanez
, Audrey P. Fan
, Berkin Bilgic
, Carlos Milovic
, Elfar Adalsteinsson, Pablo Irarrazaval
:
Quantitative Susceptibility Map Reconstruction via a Total Generalized Variation Regularization. 203-206 - Yue Hu, Genevera I. Allen:
Local-Aggregate Modeling for Multi-subject Neuroimage Data via Distributed Optimization. 207-210 - Solveig Badillo, Gaël Varoquaux
, Philippe Ciuciu:
Hemodynamic Estimation Based on Consensus Clustering. 211-215 - Luca Dodero, Sebastiano Vascon
, Luca Giancardo
, Alessandro Gozzi, Diego Sona
, Vittorio Murino:
Automatic White Matter Fiber Clustering Using Dominant Sets. 216-219 - Dirk B. Walther:
Using Confusion Matrices to Estimate Mutual Information between Two Categorical Measurements. 220-224 - Satrajit S. Ghosh
, Anisha Keshavan
, Georg Langs
:
Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches. 225-228 - Scott Peltier, Douglas C. Noll
, Jonathan Lisinski, Stephen LaConte:
Multivariate Classification of Complex and Multi-echo fMRI Data. 229-232
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