Susceptibility-Weighted Imaging at Lower Field Strength with Deep Learning Image Reconstruction by Johanna M. Lieb, M.D.; et al. (Department of Diagnostic and Interventional Neuroradiology, @Universitätspital Basel, Switzerland).

Learn more about this research sequence that enabled the authors to visualize a larger volume of the brain parenchyma more accurately, and to avoid common pitfalls and mimics. https://marketing.webassets.siemens-healthineers.com/4aee99d7d80c50d8/397c12edab19/siemens-healthineers_MagWorl_Lieb_SWI_at_lower-field_QR700014137.pdf

#magnetomworld #MRI #DeepResolve

Deep Learning-Based Reconstruction in Clinical MRI: How We Do it in Tübingen by Saif Afat, MD; et al. (Eberhard Karls University Tübingen, Germany)

The authors provide an overview of the daily applications that are already part of their clinical routine.

The improvement in diagnostic accuracy and efficiency could lead to enhanced patient care and possibly lower healthcare costs.

Learn more at https://marketing.webassets.siemens-healthineers.com/b3f2f2c665c21d95/24e609969cae/siemens-healthineers_MW_Afat_DeepResolve.pdf

#magnetomworld #DeepLearning #DeepResolve #MRI #AI

Can We See the Bottom? A Look into Deep Learning-Based Image Reconstruction by Dominik Nickel (Siemens Healthineers, Erlangen, Germany)

This article explains “physics-based” reconstructions for generating an image from raw k-space data. This class of reconstructions is characterized by the fact that a conventional parallel imaging model is combined with trainable components that take care of image enhancement.

Learn more at https://marketing.webassets.siemens-healthineers.com/9c15699567d2f879/34af37f1a2f2/siemens-healthineers_clinical-corner_case-study_Nickel_DL_Image_Reconstruction.pdf

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How I do It: Deep Resolve Sharp and Gain by Ted Kryzer R.T., R, MR, CT; Alexander Merkle M.D.; et al. (UCHealth Steadman Hawkins Clinic Denver, Englewood, CO, USA)

Deep Resolve Gain employs targeted denoising to reduce noise introduced into the image by reducing the acquisition time.
Deep Resolve Sharp improves image sharpness and resolution using a deep neural network.
Learn more at https://marketing.webassets.siemens-healthineers.com/e6a57b1b4b28e850/895c3166d34f/siemens-healthineers_Kryzer_DeepResolve_Sharp_Gain_ISMRM_2024.pdf

#magnetomworld #MRI #MSK #AI #DeepResolve

Whole-Body MRI at 1.5T in the Era of Deep Resolve
Will McGuire, Anwar Padhani, et al. (Paul Strickland Scanner Centre, Mount Vernon Hospital, Northwood, Middlesex, UK) share their experience in developing WB-MRI protocols on the 1.5T MAGNETOM Sola emphasizing how they have harnessed the power of Deep Resolve and the XA software platform.

Watch the step-by-step video and download the .exar1 files at https://www.magnetomworld.siemens-healthineers.com/hot-topics/quantitative-whole-body-mri

#magnetomworld #MRI #DeepResolve