Scanner invariant representations for diffusion MRI harmonization

• White Matter Bundle Reconstruction From Single‐Shell Diffusion Magnetic Resonance Imaging: Test–Retest Reliability and Predictive Capability Across Orientation Distribution Function Reconstruction Methods

  2025 Human Brain Mapping article Medicine Advanced Neuroimaging Techniques and Applications Open access

  2

  citations
• Benchmarking Orientation Distribution Function Estimation Methods for Tractometry in Single-Shell Diffusion Magnetic Resonance Imaging - An Evaluation of Test-Retest Reliability and Predictive Capability

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Advanced Neuroimaging Techniques and Applications Open access

  0

  citations
• Brain‐age prediction: Systematic evaluation of site effects, and sample age range and size

  2024 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access

  43

  citations
• Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium

  2023 NeuroImage article Psychology Posttraumatic Stress Disorder Research Open access

  22

  citations
• Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies

  2023 NeuroImage Clinical article Medicine Advanced Neuroimaging Techniques and Applications Open access

  15

  citations
• Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils Using Hybrid CNNs

  2023 Lecture notes in computer science conference-paper Medicine Advanced Neuroimaging Techniques and Applications

  1

  citations
• From Supervised to Unsupervised Harmonization of Diffusion Mri Acquisitions

  2022 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Advanced Neuroimaging Techniques and Applications

  3

  citations
• A Comparison of Methods to Harmonize Cortical Thickness Measurements Across Scanners and Sites

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Advanced MRI Techniques and Applications Open access

  10

  citations
• Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

  2021 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 2 patents

  213

  citations
• Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results

  2020 NeuroImage article Medicine Advanced Neuroimaging Techniques and Applications Open access cited by 2 patents

  89

  citations

10 results