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A comparison of isotropic Gaussian smoothing with vasculature smoothing. The independent components from vasculature smoothing are less noisy and more structured.

Vasculature-informed spatial smoothing of white matter functional magnetic resonance imaging

Apr. 18, 2025—Adam M. Saunders, Michael E. Kim, Kurt G. Schilling, John C. Gore, Bennett A. Landman, and Yurui Gao. Vasculature-informed spatial smoothing of white matter functional magnetic resonance imaging. SPIE Medical Imaging: Image Processing, 2025, February, San Diego, California. https://doi.org/10.1117/12.3047240. Abstract Blood oxygenation level-dependent (BOLD) signals in white matter in the brain are anisotropically oriented, so...

Two image filters. One says isotropic Gaussian smoothing. The second says diffusion-informed spatial smoothing and shows a spatially varying filter.

A 4D atlas of diffusion-informed spatial smoothing windows for BOLD signal in white matter

Apr. 18, 2025—Adam M. Saunders, Gaurav Rudravaram, Nancy R. Newlin, Michael E. Kim, John C. Gore, Bennett A. Landman, and Yurui Gao. A 4D atlas of diffusion–informed spatial smoothing windows for BOLD signal in white matter. SPIE Medical Imaging: Image Processing, 2025, February, San Diego, California. https://doi.org/10.1117/12.3047240 Abstract Typical methods for preprocessing functional magnetic resonance images (fMRI)...

There are two slices of brains showing differences in quantitative T1 between MP2RAGE and multi-TI inversion recovery. A patch-based correction model reduces the relative value.

Comparison and calibration of MP2RAGE quantitative T1 values to multi-TI inversion recovery T1 values

Apr. 13, 2025—Adam M. Saunders, Michael E. Kim, Chenyu Gao, Lucas W. Remedios, Aravind R. Krishnan, Kurt G. Schilling, Kristin P. O’Grady, Seth A. Smith, and Bennett A. Landman. Comparison and calibration of MP2RAGE quantitative T1 values to multi-TI inversion recovery T1 values. Magnetic Resonance Imaging, 2025; 117:110322. https://doi.org/10.1016/j.mri.2025.110322. Abstract While typical qualitative T1-weighted magnetic resonance images...

A 3D rendering of an MRI eye atlas, with a transparent head.

Super-resolution multi-contrast unbiased eye atlases with deep probabilistic refinement

Nov. 6, 2024—Ho Hin Lee, Adam M. Saunders, Michael E. Kim, Samuel W. Remedios, Lucas W. Remedios, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Chloe Cho, Louise A. Mawn, Tonia S. Rex, Kevin L. Schey, Blake E. Dewey, Jeffrey M. Spraggins, Jerry L. Prince, Yuankai Huo, Bennett A. Landman, Super-resolution multi-contrast unbiased eye atlases with deep...