Challenges in Neuroimaging Data Analysis Poster Session

Presenter: Konstantinos Bakas (King Abdullah Univ. of Science and Technology (KAUST))
Collaborator(s): John Kornak, Hernando Ombao
Title: An MCMC Approach to Bayesian Image Analysis in Fourier Space

Presenter: Benjamin E Beaudett (Florida State University)
Collaborator(s): Anuj Srivastava
Title: Reducing Shape-Graph Complexity with Application to Classification of Retinal Blood Vessels and Neurons

Presenter: Zhiling Gu (Iowa State University)
Collaborator(s): Lily Wang
Title: Statistical Learning and Inference of Surface-based Functional Data with Applications in Neuroimaging Analysis

Presenter: Huaqing Jin (University of California, San Francisco (UCSF))
Collaborator(s): Fei Jiang
Title: High-dimensional Inference for Functional Regression with an Application to the Alzheimer’s Disease MEG Study

Presenter: Athanasia Kalogirou (Athens University of Economics and Business)
Collaborator(s): John Kornak, Ioannis Ntzoufras
Title: Predicting Cognitive Ability in Patients with Frontotemporal Dementia Using Brain Measures Volumetric Data

Presenter: Angelina Kirilova Kancheva (University of Glasgow)
Collaborator(s): Prof. Terence Quinn, Prof. Joanna Wardlaw, Dr. Donald Lyall, Dr. Louise Millard
Title: Clinical Phenotypes Associated with Cerebral Small Vessel Disease – A UK Biobank Study

Presenter: Younghoon Kim (Cornell University)
Collaborator(s): Zachary F. Fisher (Pennsylvania State University), Vladas Pipiras (University of North Carolina at Chapel Hill)
Title: Group integrative dynamic factor models with application to multiple subject brain connectivity

Presenter: Xinyi Li (Clemson University)
Collaborator(s): Michael R. Kosorok
Title: Functional Individualized Treatment Regimes with Imaging Features

Presenter: Ha Nguyen (Cornell University)
Collaborator(s): Sumanta Basu, Martin T. Wells
Title: An Empirical Bayes Approach to Structure Learning of Sparse High-Dimensional Gaussian Graphical Models

Presenter: Ruyi Pan (Department of Statistical Sciences, University of Toronto)
Collaborator(s): Yinqiu He, Jun Young Park
Title: Improving statistical power of multi-modal associations test via de-variation

Presenter: Joshua Rutsohn (University of North Carolina Chapel Hill)
Collaborator(s): Joshua Rutsohn, Zumin Chen, Julia Gross, Robert C. McKinstry, Matthew Borzage, Xiaopeng Zong, Jed T. Elison, Annette M. Estes, Stephen R. Dager, Juhi Pandey, Robert T. Schultz, Kelly N. Botteron, Heather C. Hazlett, Martin A. Styner, Natasha Marrus, John Pruett, Joseph Piven, Dea Garic*, and Mark D. Shen*
Title: Quantifying Flow Dynamics of Cerebrospinal Fluid in Infants with Neurodevelopmental Disabilities Using Fréchet Regression

Presenter: Roddy Michael Taing (University of Wisconsin, Madison)
Collaborator(s): Raymond Doudlah, Declan Campbell, Abigail Becker, Tracey Hey, Ari Rosenberg, Keith Levin
Title: Comparing semi-automated brain tissue segmentation architectures for macaque MRI

Presenter: Bernd Taschler (University of Oxford)
Collaborator(s): Samantha Pendleton, Stephen Gardiner, Piet Aarden, Thomas E. Nichols, Dieter A. Häring, Laura Gaetano, Habib Ganjgahi
Title: An integrated Bayesian normative and outcome model for brain reserve in MS