AI Applications to Breast MRI: Today and Tomorrow

R Lo Gullo, J Brunekreef, E Marcus… - Journal of Magnetic …, 2024 - Wiley Online Library
In breast imaging, there is an unrelenting increase in the demand for breast imaging
services, partly explained by continuous expanding imaging indications in breast diagnosis …

Deep learning k‐space‐to‐image reconstruction facilitates high spatial resolution and scan time reduction in diffusion‐weighted imaging breast MRI

ST Sauer, SA Christner, AM Lois… - Journal of Magnetic …, 2023 - Wiley Online Library
Background For time‐consuming diffusion‐weighted imaging (DWI) of the breast, deep
learning‐based imaging acceleration appears particularly promising. Purpose To …

Shortening Acquisition Time and Improving Image Quality for Pelvic MRI Using Deep Learning Reconstruction for Diffusion-Weighted Imaging at 1.5 T

J Herrmann, T Benkert, A Brendlin, S Gassenmaier… - Academic …, 2024 - Elsevier
Rationale and Objectives To determine the impact on acquisition time reduction and image
quality of a deep learning (DL) reconstruction for accelerated diffusion-weighted imaging …

[HTML][HTML] Evaluation of a deep learning reconstruction for high-quality T2-weighted breast magnetic resonance imaging

TJ Allen, LC Henze Bancroft, O Unal, LD Estkowski… - Tomography, 2023 - mdpi.com
Deep learning (DL) reconstruction techniques to improve MR image quality are becoming
commercially available with the hope that they will be applicable to multiple imaging …

Applications of Deep Learning to Magnetic Resonance Imaging (MRI)

A Meça - … International Conference on Computing, Electronics & …, 2023 - ieeexplore.ieee.org
In recent years, there has been significant attention towards deep neural networks and they
are increasingly being applied to clinical practices. Medical imaging technology, biomedical …

Effect of Phase Encoding Direction on Image Quality in Single‐Shot EPI Diffusion‐Weighted Imaging of the Breast

AE Rodríguez‐Soto, J Zou, S Loubrie… - Journal of Magnetic …, 2024 - Wiley Online Library
Background In breast diffusion‐weighted imaging (DWI), distortion and physiologic artifacts
affect clinical interpretation. Image quality can be optimized by addressing the effect of …

Initial experience with a next-generation low-field MRI scanner: Potential for breast imaging?

M Dietzel, FB Laun, R Heiß, E Wenkel… - European Journal of …, 2024 - Elsevier
Purpose Broader clinical adoption of breast magnetic resonance imaging (MRI) faces
challenges such as limited availability and high procedural costs. Low-field technology has …

Accelerated Diffusion-Weighted Magnetic Resonance Imaging of the Liver at 1.5 T With Deep Learning–Based Image Reconstruction: Impact on Image Quality and …

LA Ginocchio, S Jaglan, A Tong… - Journal of Computer …, 2022 - journals.lww.com
Objective To perform image quality comparison between deep learning–based multiband
diffusion-weighted sequence (DL-mb-DWI), accelerated multiband diffusion-weighted …