Mathematical and Statistical Challenges in Neuroimaging Data Analysis

Videos from BIRS Workshop 16w5036

, Emory University
- 09:32
Exploring the brain connectivity: questions, challenges and recent findings
Watch video | Download video: 201602010904-Guo.mp4 (79M)
, University of California Irvine (United States)
- 10:11
A Unified Modeling Framework for State-Related Changes in High Dimensional Effective Brain Connectivity
Watch video | Download video: 201602010936-Ombao.mp4 (85M)
, University of Michigan
- 11:00
Bayesian feature screening for big neuroimaging data via massively parallel computing
Watch video | Download video: 201602011033-Kang.mp4 (72M)
, University of Wisconsin-Madison
- 11:35
Learning Large-Scale Brain Networks for Twin fMRI
Watch video | Download video: 201602011101-Chung.mp4 (111M)
, Weierstrass Institute for Applied Analysis and Stochastics
- 14:36
Modeling high resolution MRI: Statistical issues
Watch video | Download video: 201602011406-Polzehl.mp4 (74M)
, 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
- 16:20
Statistical Analysis of Image Reconstructed Fully-Sampled and Sub-Sampled fMRI Data
Watch video | Download video: 201602011540-Rowe.mp4 (114M)
, Baycrest/University of Toronto
- 17:00
Metrics for evaluating functional neuroimaging processing pipelines
Watch video | Download video: 201602011621-Strother.mp4 (108M)
, 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)
, University of Victoria
- 09:34
A Bayesian Group-Sparse Multi-Task Regression Model for Imaging Genomics
Watch video | Download video: 201602020905-Nathoo.mp4 (73M)
, University of California Irvine
- 10:13
Bayesian predictive modeling for imaging genetics with application to schizophrenia
Watch video | Download video: 201602020943-Guindani.mp4 (87M)
, Indiana University RM Fairbanks School of Public Health
- 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)
, University of Rochester
- 14:01
Robust brain structural connectivity analysis using HCP data
Watch video | Download video: 201602021332-Zhang.mp4 (76M)
, University of Alberta
- 14:24
Non-local Fuzzy C-Means Clustering with Application to Automatic Brain Hematoma Edema Segmentation using CT
Watch video | Download video: 201602021402-Tu.mp4 (74M)
, 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 California-Berkeley
- 09:40
Estimation and Inference for Brain Connectivity Analysis
Watch video | Download video: 201602040902-Li.mp4 (118M)
, University of Maryland
- 10:21
Population level differentially expressed brain connectivity network detection and inferences
Watch video | Download video: 201602040941-Chen.mp4 (125M)
, Purdue University
- 11:24
Optimal Estimation for Quantile Regression with Functional Response
Watch video | Download video: 201602041046-Wang.mp4 (98M)
, 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)
, Rice University
- 13:43
A Bayesian modeling approach of multiple-subject fMRI data
Watch video | Download video: 201602041312-Vannucci.mp4 (70M)
, Columbia University
- 14:17
Functional and imaging data in precision medicine
Watch video | Download video: 201602041348-Ogden.mp4 (69M)
, 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
- 15:51
Testing for group differences in brain functional connectivity
Watch video | Download video: 201602041520-Pan.mp4 (89M)
, University of Pennsylvania
- 16:25
Two-Sample Tests for Connectomes using Distance Statistics
Watch video | Download video: 201602041554-Shinohara.mp4 (86M)
, 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)
, Johns Hopkins University
- 17:41
Dynamic Connectivity: Pitfalls and Promises
Watch video | Download video: 201602041708-Lindquist.mp4 (114M)
, University of Alberta
- 09:37
Persistent homology: an approach for high dimensional data analysis
Watch video | Download video: 201602050904-Heo.mp4 (88M)
, 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)