Mathematical and Statistical Challenges in Neuroimaging Data Analysis

Videos from BIRS Workshop 16w5036

, University of Alberta
- 15:09
Modeling Placebo Response using EEG data through a Hierarchical Reduced Rank Model
Watch video | Download video: 201602011437-Jiang.mp4 (94M)
, Marquette University
- 16:10
Statistical Analysis of Image Reconstructed Fully-Sampled and Sub-Sampled fMRI Data
Watch video | Download video: 201602011540-Rowe.mp4 (114M)
, University of Wisconsin-Madson
- 17:48
A multi-resolution scheme for analysis of brain connectivity networks
Watch video | Download video: 201602011708-Singh.mp4 (136M)
, University of California, Davis
- 18:15
Fiber orientation distribution function estimation by spherical needlets
Watch video | Download video: 201602011752-Peng.mp4 (56M)
, Indiana University School of Public Health-Bloomington
- 11:50
Assessing uncertainty in dynamic functional connectivity
Watch video | Download video: 201602021119-Harezlak.mp4 (87M)
, University of North Carolina at Chapel Hill
- 13:29
HPRM: Hierarchical Principal Regression Model of Diffusion Tensor Bundle Statistics
Watch video | Download video: 201602021312-Zhang.mp4 (48M)
, Statistical and Applied Mathematical Sciences Institute and University of North Carolina
- 14:54
Large covariance estimation for spatial functional data with an application to twin studies
Watch video | Download video: 201602021428-Risk.mp4 (71M)
, Johns Hopkins University
- 15:19
Processing Neuroimaging Data in R: Capabilities
Watch video | Download video: 201602021455-Muschelli.mp4 (72M)
, University of North Carolina at Chapel Hill
- 15:51
FFGWAS: Fast Functional Genome Wide Association Study of Surface-based Imaging Genetic Data
Watch video | Download video: 201602021521-Huang.mp4 (73M)
, The University of Texas M.D. Anderson Cancer Center
- 10:17
Spatial Functional Models for Event-Related Potential Data, with Application to Smoking Cessation Study
Watch video | Download video: 201602030947-Morris.mp4 (86M)
, University of Texas MD Anderson Cancer Center
- 11:20
Recent advances in cancer imaging
Watch video | Download video: 201602031044-Hobbs.mp4 (109M)
, University of Texas MD Anderson Cancer Center
- 11:52
Analysis of spatially correlated functional data in tissue perfusion imaging
Watch video | Download video: 201602031122-Hu.mp4 (86M)
, University of Maryland
- 10:21
Population level differentially expressed brain connectivity network detection and inferences
Watch video | Download video: 201602040941-Chen.mp4 (125M)
, St. Jude Children's Research Hospital
- 11:59
SGPP: Spatial Gaussian Predictive Process Models for Neuroimaging Data
Watch video | Download video: 201602041127-Li.mp4 (89M)
, Florida State University
- 14:55
Elastic Functional Data Analysis for Modeling Shapes of Anatomical Structures
Watch video | Download video: 201602041419-Srivastava.mp4 (88M)
, University of Minnesota
- 15:50
Testing for group differences in brain functional connectivity
Watch video | Download video: 201602041520-Pan.mp4 (89M)
, University of Virginia
- 17:07
Bayesian Inference of High-Dimensional, Cluster-Structured Ordinary Differential Equation Models with Applications to Brain Networks
Watch video | Download video: 201602041631-Zhang.mp4 (103M)
, University of Alberta
- 09:58
Sparse Classification for Significant Anatomy Detection in a Group Study
Watch video | Download video: 201602050938-Cobzas.mp4 (47M)
, University of Alberta
- 10:40
Opening the analysis black box: Improving robustness and interpretation
Watch video | Download video: 201602051006-Brown.mp4 (78M)