Signal Processing · Electrical Eng. & Systems
Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling
Elyssa M. McMaster, Nancy R. Newlin, Chloe Cho, Gaurav Rudravaram +9
2024-09-30
Image and Video Processing · Electrical Eng. & Systems
A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging
Davood Karimi, Lana Vasung, Camilo Jaimes, Fedel Machado-Rivas +3
2020-06-22
Computer Vision and Pattern Recognition · Computer Science
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation
Anselm Krainovic, Stefan Ruschke, Reinhard Heckel
2024-12-25
Quantitative Methods · Quantitative Biology
MIGRAINE: MRI Graph Reliability Analysis and Inference for Connectomics
William Gray Roncal, Zachary H. Koterba, Disa Mhembere, Dean M. Kleissas +9
2016-11-17
Materials Science · Physics
Texture tomography with high angular resolution utilizing sparsity
Mads Carlsen, Florencia Malamud, Peter Modregger, Anna Wildeis +4
2026-02-24
Image and Video Processing · Electrical Eng. & Systems
FastCod: Fast Brain Connectivity in Diffusion Imaging
Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli +2
2023-02-21
Neurons and Cognition · Quantitative Biology
A few points suffice: Efficient large-scale computation of brain voxel-wise functional connectomes from a sparse spatio-temporal point-process
Enzo Tagliazucchi, Helmut Laufs, Dante R. Chialvo
2014-09-24
Neurons and Cognition · Quantitative Biology
Identification of Effective Connectivity Subregions
Ruben Sanchez-Romero, Joseph D. Ramsey, Kun Zhang, Clark Glymour
2019-08-12
Image and Video Processing · Electrical Eng. & Systems
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker +5
2023-03-16
Machine Learning · Statistics
Image Response Regression via Deep Neural Networks
Daiwei Zhang, Lexin Li, Chandra Sripada, Jian Kang
2022-03-04
Medical Physics · Physics
Evaluating consistency of deterministic streamline tractography in non-linearly warped DTI data
Nagesh Adluru, Daniel J. Destiche, Do P. M. Tromp, Richard J. Davidson +2
2016-02-08
Computer Vision and Pattern Recognition · Computer Science
Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification
Yilun Wang, Junjie Zheng, Sheng Zhang, Xujun Duan +1
2015-06-09
Statistics Theory · Mathematics
Some nonasymptotic results on resampling in high dimension, I: Confidence regions, II: Multiple tests
Sylvain Arlot, Gilles Blanchard, Etienne Roquain
2010-07-02
Image and Video Processing · Electrical Eng. & Systems
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation
Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin +1
2021-08-29
Image and Video Processing · Electrical Eng. & Systems
Learning Anatomical Segmentations for Tractography from Diffusion MRI
Christian Ewert, David Kügler, Anastasia Yendiki, Martin Reuter
2020-09-10
Image and Video Processing · Electrical Eng. & Systems
High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models
Tristan S. W. Stevens, Oisín Nolan, Oudom Somphone, Jean-Luc Robert +1
2026-05-05
Image and Video Processing · Electrical Eng. & Systems
Learning from spatially inhomogenous data: resolution-adaptive convolutions for multiple sclerosis lesion segmentation
Ivan Diaz, Florin Scherer, Yanik Berli, Roland Wiest +5
2025-03-31
Computational Engineering, Finance, and Science · Computer Science
Scalable Algorithms for Generating and Analyzing Structural Brain Networks with a Varying Number of Nodes
Yu Jin, Joseph F. JaJa, Rong Chen, Edward H. Herskovits
2016-09-14