Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
365-06-009 ISMRM Abstract

Evaluation of small FOV DWI with complex signal averaging and deep learning reconstruction for clinically robust DWI at 3T

Primary: Diffusion - Diffusion Reconstruction
Secondary: Body - Prostate
365-06-009 · Diffusion MRI Reconstruction Methods · Monday, 11 May, 5:05 PM–6:00 PM · Digital Posters Row F
Keywords: Deep learning reconstruction Diffusion-weighted MRI Zoom DWI Complex Signal Averaging
Accepted
Wissam Alghuraibawi1, Hung P Do1, Dawn Berkeley1, Brian Tymkiw1, Mo Kadbi 1
1Canon Medical Systems USA, Cleveland, United States of America
Presenting Author: Mo Kadbi

Synopsis

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References

1. Pfaff L, Darwish O, Wagner F, Thies M, Vysotskaya N, Hossbach J, et al. Enhancing diffusion-weighted prostate MRI through self-supervised denoising and evaluation. Sci Rep. 2024 Oct 16;14(1):24292.
2. Sartoretti E, Sartoretti-Schefer S, van Smoorenburg L, Eichenberger B, Schwenk Á, Czell D, et al. Single shot zonal oblique multislice SE-EPI diffusion-weighted imaging with low to ultra-high b-values for the differentiation of benign and malignant vertebral spinal fractures. European Journal of Radiology Open. 2021 Jan 1;8:100377.
3. Symms MR, Wheeler-Kingshott CA, Parker GJM, Barker GJ. Zonally-magnified oblique multislice (ZOOM) EPI. In: International Society for Magnetic Resonance in Medicine (ISMRM). 2000.
4. Alizadeh M, Poplawski MM, Fisher J, Gorniak RJT, Dresner A, Mohamed FB, et al. Zonally Magnified Oblique Multislice and Non-Zonally Magnified Oblique Multislice DWI of the Cervical Spinal Cord. American Journal of Neuroradiology. 2018 Aug 1;39(8):1555–61.
5. Prah DE, Paulson ES, Nencka AS, Schmainda KM. A simple method for rectified noise floor suppression: Phase‐corrected real data reconstruction with application to diffusion‐weighted imaging. Magnetic Resonance in Med. 2010 Aug;64(2):418–29.
6. Eichner C, Cauley SF, Cohen-Adad J, Möller HE, Turner R, Setsompop K, et al. Real diffusion-weighted MRI enabling true signal averaging and increased diffusion contrast. NeuroImage. 2015 Nov;122:373–84.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/365-06-009