publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis
    Alexandra Grace Roberts, Ha Manh Luu, Mert Şişman, and 6 more authors
    In Synthetic Data for Computer Vision Workshop @ CVPR 2025, Jun 2025
    DOI
  2. Technical Feasibility of Quantitative Susceptibility Mapping Radiomics for Predicting Deep Brain Stimulation Outcomes in Parkinson’s Disease
    Alexandra G Roberts, Jinwei Zhang, Ceren Tozlu, and 8 more authors
    Neurosurgery, Feb 2025
    DOI
  3. Joint Prediction of Motor and Non-motor Deep Brain Stimulation Outcomes using Quantitative Susceptibility Mapping
    Alexandra G Roberts, Sema Akkus, Meredith Spadaccia, and 5 more authors
    Movement Disorders Congress, Apr 2025

2024

  1. Radiomic prediction of Parkinson’s disease deep brain stimulation surgery outcomes using quantitative susceptibility mapping and label noise compensation
    Alexandra G Roberts, Jinwei Zhang, Ceren Tozlu, and 9 more authors
    Brain Stimul., Oct 2024
    DOI
  2. Maximum spherical mean value filtering for whole‐brain QSM
    Alexandra G. Roberts, Dominick J. Romano, Mert Şişman, and 6 more authors
    Magnetic Resonance in Medicine, Jan 2024
    DOI
  3. Inhomogeneity-informed Field-fitting for Quantitative Susceptibility Mapping (if-QSM)
    Alexandra Grace Roberts, Alexey Dimov, Thanh Nguyen, and 2 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2024
  4. Whole Brain Source Separation for Neurodegeneration
    Alexandra Grace Roberts, Mert Sisman, Alexey Dimov, and 4 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2024
  5. QRadAR: A Toolbox for Quantitative Magnetic Resonance Radiomics Analysis and Reliability
    Alexandra Grace Roberts, Jinwei Zhang, Dominick Romano, and 4 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2024
  6. Radiomics for Deep Brain Stimulation outcome prediction using Quantitative Susceptibility Mapping (RadDBS-QSM)
    Alexandra Grace Roberts, Jinwei Zhang, Heejong Kim, and 7 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2024
  7. Radiomic Prediction of Parkinson’s Disease Deep Brain Stimulation Surgery Motor and Nonmotor Outcomes using Quantitative Susceptibility Mapping
    Alexandra G Roberts, Jinwei Zhang, Pascal Spincemaille, and 2 more authors
    In Magnetic Resonance Phase, Susceptibility, and Electrical Properties Mapping, Jan 2024

2023

  1. QSM throughout the body
    Alexey V Dimov, Jiahao Li, Thanh D Nguyen, and 6 more authors
    Journal of Magnetic Resonance Imaging, Jan 2023
    DOI
  2. Whole brain spherical mean value filtering for shadow reduction in quantitative susceptibility mapping
    A Roberts, Pascal Spincemaille, Thanh Nguyen, and 1 more author
    In International Society of Magnetic Resonance in Medicine, Jan 2023
  3. Improved Visualization of the Medial Medullary Lamina via Phase Priors in Quantitative Susceptibility Mapping
    Alexandra G Roberts, Ilhami Kovanlikaya, Brian Kopell, and 3 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2023
  4. Choice of Architecture in 3D Super-Resolution of Quantitative Susceptibility Maps
    Alexandra G Roberts, Jinwei Zhang, Pascal Spincemaille, and 2 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2023

2022

  1. SWISeR: Multi-Field Susceptibility-Weighted Images Super-Resolution
    Alexandra Roberts, Pascal Spincemaille, Ilhami Kovanlikaya, and 3 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2022
  2. SuperQ: 3D Super-Resolution of Quantitative Susceptibility Maps
    Alexandra G Roberts, Jinwei Zhang, Pascal Spincemaille, and 2 more authors
    In Proceedings of Magnetic Resonance Phase, Susceptibility, and Electrical Properties Mapping, Jan 2022
  3. MEDI-FM: Field Map Error Guided Regularization for Shadow Reduction in Quantitative Susceptibility Mapping
    Alexandra Grace Roberts, Pascal Spincemaille, Thanh Nguyen, and 2 more authors
    In International Society of Magnetic Resonance in Medicine, Jan 2022

2021

  1. MEDI-d: Downsampled Morphological Priors for Shadow Reduction in Quantitative Susceptibility Mapping
    Alexandra Roberts, Pascal Spincemaille, Thanh D Nguyen, and 1 more author
    In International Society of Magnetic Resonance in Medicine, Jan 2021

2020

  1. An Overview of 3D X-Ray Reconstruction Algorithms for PCB Inspection
    Alexandra Roberts, John True, Nathan T. Jessurun, and 1 more author
    In ISTFA 2020: 46th International Symposium for Testing and Failure Analysis, Dec 2020
    DOI
  2. Component detection and evaluation framework (CDEF): A semantic annotation tool
    Nathan Jessurun, Olivia Paradis, Alexandra Roberts, and 1 more author
    Microscopy and Microanalysis, Dec 2020

2014

  1. Systems Genomics in Alcohol Exposed Dorsal Root Ganglia Neuronal Stem Cells of Adult Rats
    Alexandra Roberts, David Russell, and Bruce Anthony
    In Proceedings of the West Virginia Academy of Sciences, Dec 2014