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Activity Details

26 Sun, 8/8/2021, 1:30 PM - 3:20 PM Virtual
Imaging Speed Session — Contributed Speed
Section on Statistics in Imaging
Chair(s): Dana L Tudorascu, University of Pittsburgh
1:35 PM A Regression Framework for Brain Network Distance Metrics
Chalmer E Tomlinson, UNC Chapel Hill; Paul J. Laurienti, Wake Forest School of Medicine; Robert G. Lyday, Wake Forest School of Medicine; Sean L. Simpson, Wake Forest School of Medicine
1:40 PM CoCoA: A Conditional Correlation Model with Association Size
Danni Tu, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania; Bridget Mahony, Section on Developmental Neurogenomics, National Institutes of Mental Health; Maxwell A. Bertolero, Department of Psychiatry, Perelman School of Medicine; Aaron F Alexander-Bloch, University of Pennsylvania; Danielle S. Bassett, Department of Bioengineering, University of Pennsylvania; Theodore D Satterthwaite, University of Pennsylvania; Armin Raznahan, Developmental Neurogenomics Unit, National Institute of Mental Health; Russell Shinohara, University of Pennsylvania
1:50 PM Fully Automated Detection of Paramagnetic Rims in Multiple Sclerosis Lesions on 3T Susceptibility-Based MR Imaging
Carolyn Lou, University of Pennsylvania; Pascal Sati, Cedars-Sinai Medical Center; Martina Absinta, National Institutes of Health; Kelly Clark, University of Pennsylvania; Jordan D Dworkin, Columbia University Medical Center; Alessandra M Valcarcel, Genentech, Inc.; Matthew K Schindler, University of Pennsylvania; Daniel S Reich, National Institutes of Health; Elizabeth M Sweeney, Weill Cornell Medicine; Russell Shinohara, University of Pennsylvania
1:55 PM WITHDRAWN: Statistical Characterization of the Generative Adversarial Network (GAN) Modeling of Seismic Data
Bradley C Wallet, Aramco Americas; Joseph McNease, University of Houston
2:00 PM A Study of Longitudinal Trends in Time-Frequency Transformations of EEG Data During a Learning Experiment
Joanna Boland, UCLA Department of Biostatistics; donatello telesca, UCLA; Catherine Sugar, UCLA Department of Biostatistics; Shafali Jeste, Department of Psychiatry and Biobehavioral Sciences; Cameron Goldbeck, UCLA Department of Biostatistics; Damla Senturk, UCLA
2:05 PM The Spike-and-Slab Elastic Net as a Classification Tool in Alzheimer's Disease
Justin Leach, University of Alabama at Birmingham; Lloyd Edwards, University of Alabama at Birmingham; Rajesh Kana, University of Alabama; Kristina Visscher, University of Alabama at Birmingham; Nengjun Yi, University of Alabama at Birmingham; Inmaculada Aban, University of Alabama at Birmingham
2:10 PM Investigating Latent Neurocircuitry Traits Underlying Brain Dynamic Functional Connectome
Jialu Ran, Emory University; Yikai Wang, Emory University; Ying Guo, Emory University
2:15 PM Estimation of Directional Parameters Under the Assumption of Continuity
2:20 PM Clustering Brain Extreme Communities from Multi-Channel EEG Data
Matheus Bartolo Guerrero, KAUST; Raphaël Huser, KAUST; Hernando Ombao, King Abdullah University of Science and Technology
2:30 PM Clustering Using Probabilistic JIVE with Gaussian Mixtures
Ganzhong Tian, Emory University; John Hanfelt, Emory University; Raphiel Murden, Emory University; Deqiang Qiu, Emory University; Benjamin Risk, Emory University
2:35 PM Letting the LaxKAT Out of the Bag: A Powerful Kernel Test for Neuroimaging Studies
Jeremy Samuel Rubin, University of Pennsylvania; Simon N Vandekar, Vanderbilt University; Lior Rennert, Clemson University; Mackenzie Edmonson, University of Pennsylvania; Russell Shinohara, University of Pennsylvania
2:40 PM Bayesian Inferences on Spatially Varying Correlations via Gaussian Processes
Moyan Li, University of Michigan, Ann Arbor; Lexin Li, University of California, Berkeley; Jian Kang, University of Michigan
2:45 PM A New Correlation-Based Method for Co-Localization Analysis in Super-Resolution Images
Xueyan Liu, University of New Orleans; Clifford Guy, St. Jude Children's Research Hospital; Emilio Boada Romero, St. Jude Children's Research Hospital; Douglas Green, St. Jude Children's Research Hospital; Cheng Cheng, St. Jude Children’s Research Hospital; Hui Zhang, Division of Biostatistics, Northwestern University
2:50 PM Doubly Robust Targeted Minimum Loss-Based Estimation to Address Sampling Bias in Functional Connectivity Studies
Benjamin Risk, Emory University; Daniel Lidstone, Kennedy Krieger Institute; Liwei Wang, Emory University; David Benkeser, Emory University; Mary Beth Nebel, Johns Hopkins University School of Medicine
3:05 PM A Formal Bayesian Approach to SENSE Image Reconstruction
Chase Sakitis, Marquette University; Dan Rowe, Marquette University
3:15 PM Markov-Switching State-Space Models with Applications to Neuroimaging
David Degras, University of Massachusetts Boston; Hernando Ombao, King Abdullah University of Science and Technology; Chee Ming Ting, Monash University Malaysia