Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Michael E., Gao, Chenyu, Ramadass, Karthik, Kanakaraj, Praitayini, Newlin, Nancy R., Rudravaram, Gaurav, Schilling, Kurt G., Dewey, Blake E., Bennett, David A., OBryant, Sid, Barber, Robert C., Archer, Derek, Hohman, Timothy J., Bao, Shunxing, Li, Zhiyuan, Landman, Bennett A., Khairi, Nazirah Mohd, Initiative, The Alzheimers Disease Neuroimaging, Team, The HABSHD Study |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scalable, reproducible, and cost-effective processing of large-scale medical imaging datasets
by: Kim, Michael E., et al.
Published: (2024)
by: Kim, Michael E., et al.
Published: (2024)
Large-Scale Deployment and Analytical Implications of Structured Quality Control in Diffusion Magnetic Resonance Imaging
by: Kim, Michael E., et al.
Published: (2026)
by: Kim, Michael E., et al.
Published: (2026)
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI
by: Li, Zhiyuan, et al.
Published: (2024)
by: Li, Zhiyuan, et al.
Published: (2024)
Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models
by: Gao, Chenyu, et al.
Published: (2024)
by: Gao, Chenyu, et al.
Published: (2024)
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI
by: Yao, Tianyuan, et al.
Published: (2023)
by: Yao, Tianyuan, et al.
Published: (2023)
Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
by: Xu, Hanliang, et al.
Published: (2024)
by: Xu, Hanliang, et al.
Published: (2024)
Polyhedra Encoding Transformers: Enhancing Diffusion MRI Analysis Beyond Voxel and Volumetric Embedding
by: Yao, Tianyuan, et al.
Published: (2025)
by: Yao, Tianyuan, et al.
Published: (2025)
Predicting Age from White Matter Diffusivity with Residual Learning
by: Gao, Chenyu, et al.
Published: (2023)
by: Gao, Chenyu, et al.
Published: (2023)
Self-organized clustering, prediction, and superposition of long-term cognitive decline from short-term individual cognitive test scores in Alzheimer's disease
by: Sato, Hiroyuki, et al.
Published: (2024)
by: Sato, Hiroyuki, et al.
Published: (2024)
How reproducible are data-driven subtypes of Alzheimer's disease atrophy?
by: Prevot, Emma, et al.
Published: (2024)
by: Prevot, Emma, et al.
Published: (2024)
Graph Neural Network Reveals the Cortical Morphology of Local Brain Aging in Normal Cognition and Alzheimer's Disease
by: Anderson, Samuel D., et al.
Published: (2026)
by: Anderson, Samuel D., et al.
Published: (2026)
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes
by: Rudravaram, Gaurav, et al.
Published: (2025)
by: Rudravaram, Gaurav, et al.
Published: (2025)
DeepFixel: Crossing white matter fiber identification through spherical convolutional neural networks
by: Saunders, Adam M., et al.
Published: (2025)
by: Saunders, Adam M., et al.
Published: (2025)
Unsupervised learning of acquisition variability in structural connectomes via hybrid latent space modeling
by: Rudravaram, Gaurav, et al.
Published: (2026)
by: Rudravaram, Gaurav, et al.
Published: (2026)
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease
by: Gao, Chenyu, et al.
Published: (2024)
by: Gao, Chenyu, et al.
Published: (2024)
Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization
by: David, Yoan, et al.
Published: (2026)
by: David, Yoan, et al.
Published: (2026)
Inter-vendor harmonization of Computed Tomography (CT) reconstruction kernels using unpaired image translation
by: Krishnan, Aravind R., et al.
Published: (2023)
by: Krishnan, Aravind R., et al.
Published: (2023)
IGCN: Integrative Graph Convolution Networks for patient level insights and biomarker discovery in multi-omics integration
by: Ozdemir, Cagri, et al.
Published: (2024)
by: Ozdemir, Cagri, et al.
Published: (2024)
Beyond Consensus: Trace-Level Synthesis in Mixture of Agents
by: Fadnavis, Shreyas, et al.
Published: (2026)
by: Fadnavis, Shreyas, et al.
Published: (2026)
When and How Long? The Readout-Mediator Angle in Temporal Reasoning
by: Fadnavis, Shreyas, et al.
Published: (2026)
by: Fadnavis, Shreyas, et al.
Published: (2026)
Enhancing Longitudinal Clinical Trial Efficiency with Digital Twins and Prognostic Covariate-Adjusted Mixed Models for Repeated Measures (PROCOVA-MMRM)
by: Ross, Jessica L., et al.
Published: (2024)
by: Ross, Jessica L., et al.
Published: (2024)
Robust Containerization of the High Angular Resolution Functional Imaging (HARFI) Pipeline
by: Li, Zhiyuan, et al.
Published: (2025)
by: Li, Zhiyuan, et al.
Published: (2025)
The Role of Cardiovascular Risk Factors in White Matter Tract Microstructure: A Multi‐Cohort Study in Older Adults
by: James D LeFevre, et al.
Published: (2025)
by: James D LeFevre, et al.
Published: (2025)
Fully Differentiable dMRI Streamline Propagation in PyTorch
by: Yoon, Jongyeon, et al.
Published: (2025)
by: Yoon, Jongyeon, et al.
Published: (2025)
Spatially-Adaptive Gradient Re-parameterization for 3D Large Kernel Optimization
by: Lee, Ho Hin, et al.
Published: (2025)
by: Lee, Ho Hin, et al.
Published: (2025)
Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation
by: Zhou, Rong, et al.
Published: (2026)
by: Zhou, Rong, et al.
Published: (2026)
Harmonized connectome resampling for variance in voxel sizes
by: McMaster, Elyssa M., et al.
Published: (2024)
by: McMaster, Elyssa M., et al.
Published: (2024)
Stochastic tensor space feature theory with applications to robust machine learning
by: Castrillon-Candas, Julio Enrique, et al.
Published: (2021)
by: Castrillon-Candas, Julio Enrique, et al.
Published: (2021)
Robust Fiber Orientation Distribution Function Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI
by: Yao, Tianyuan, et al.
Published: (2023)
by: Yao, Tianyuan, et al.
Published: (2023)
Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification
by: Philps, Ben, et al.
Published: (2024)
by: Philps, Ben, et al.
Published: (2024)
An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion
by: Giraud, Rémi, et al.
Published: (2019)
by: Giraud, Rémi, et al.
Published: (2019)
Data-Driven Abdominal Phenotypes of Type 2 Diabetes in Lean, Overweight, and Obese Cohorts
by: Remedios, Lucas W., et al.
Published: (2025)
by: Remedios, Lucas W., et al.
Published: (2025)
Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling
by: McMaster, Elyssa M., et al.
Published: (2024)
by: McMaster, Elyssa M., et al.
Published: (2024)
Genetic architecture of the limbic white matter microstructure in aging and Alzheimer's Disease
by: Anna S Lorenz, et al.
Published: (2025)
by: Anna S Lorenz, et al.
Published: (2025)
Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
by: Yu, Xin, et al.
Published: (2023)
by: Yu, Xin, et al.
Published: (2023)
Spatio-Temporal Graph Deep Learning with Stochastic Differential Equations for Uncovering Alzheimer's Disease Progression
by: Zhou, Houliang, et al.
Published: (2025)
by: Zhou, Houliang, et al.
Published: (2025)
Plasma neurofilament light chain, cognition, and MRI measures in community‐dwelling Hispanics
by: Raul Vintimilla, et al.
Published: (2025)
by: Raul Vintimilla, et al.
Published: (2025)
Personalized Feedback from Wearables to Enhance Health Behaviour, Adherence, and Outcomes in Aging and Dementia Research
by: Angela C. Roberts, et al.
Published: (2025)
by: Angela C. Roberts, et al.
Published: (2025)
Lifespan Pancreas Morphology for Control vs Type 2 Diabetes using AI on Largescale Clinical Imaging
by: Remedios, Lucas W., et al.
Published: (2025)
by: Remedios, Lucas W., et al.
Published: (2025)
Lifespan Pancreas Morphology for Control Versus Type 2 Diabetes Using AI on Largescale Clinical Imaging
by: Lucas W. Remedios, et al.
Published: (2026)
by: Lucas W. Remedios, et al.
Published: (2026)
Similar Items
-
Scalable, reproducible, and cost-effective processing of large-scale medical imaging datasets
by: Kim, Michael E., et al.
Published: (2024) -
Large-Scale Deployment and Analytical Implications of Structured Quality Control in Diffusion Magnetic Resonance Imaging
by: Kim, Michael E., et al.
Published: (2026) -
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI
by: Li, Zhiyuan, et al.
Published: (2024) -
Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models
by: Gao, Chenyu, et al.
Published: (2024) -
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI
by: Yao, Tianyuan, et al.
Published: (2023)