365-06-006 ISMRM Abstract

AI-Based Complex Averaging and Image Enhancement for Diffusion-Weighted Imaging

Primary: Diffusion - Diffusion Reconstruction

Secondary: Acquisition & Reconstruction - Image Reconstruction: AI

365-06-006 · Diffusion MRI Reconstruction Methods · Monday, 11 May, 5:05 PM–6:00 PM · Digital Posters Row F

Keywords: AI/ML Image Reconstruction Diffusion-Weighted Imaging Denoising Phase correction

Accepted

Holger Eggers ¹, Johannes M Peeters², Ketan Pol², Jeroen van Gemert², Kirsten Koolstra², Mariya Doneva¹

¹Philips Innovative Technologies, Hamburg, Germany

²Philips Healthcare, Best, Netherlands

Presenting Author: Holger Eggers

Synopsis

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References

1. McKinnon GC, Zhou XJ, Leeds NE. Phase corrected complex averaging for diffusion weighted spine imaging. Proc ISMRM 2000; 802.

2. Benkert T, Weiland E, Arberet S, et al. Improved clinical diffusion weighted imaging by combining deep learning reconstruction, partial Fourier, and super resolution. Proc ISMRM 2023; 4782.

3. Wang X, Litwiller D, Guidon A, et al. Robust complex signal averaging for diffusion weighted imaging. Proc ISMRM 2023; 3963.

4. Prah DE, Paulson ES, Nencka AS, et al. A simple method for rectified noise floor suppression: Phase-corrected real data reconstruction with application to diffusion-weighted imaging. Magn Reson Med 2010; 64:418-429.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/365-06-006