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 Applied to Diffusion-weighted Imaging for Differentiating Malignant from Benign Breast Tumors without Lesion Segmentation

M Iima, R Mizuno, M Kataoka, K Tsuji… - Radiology: Artificial …, 2024 - pubs.rsna.org
Purpose To evaluate and compare the performance of different artificial intelligence (AI)
models in differentiating between benign and malignant breast tumors at diffusion-weighted …

The evolution and clinical impact of deep learning technologies in breast MRI

T Fujioka, S Fujita, D Ueda, R Ito… - … Resonance in Medical …, 2024 - jstage.jst.go.jp
The integration of deep learning (DL) in breast MRI has revolutionized the field of medical
imaging, notably enhancing diagnostic accuracy and efficiency. This review discusses the …

[HTML][HTML] Optimizing Image quality with high-resolution, deep-learning-based diffusion-weighted imaging in breast cancer patients at 1.5 T

SC Olthof, E Weiland, T Benkert, D Wessling, D Leyhr… - Diagnostics, 2024 - mdpi.com
The objective of this study was to evaluate a high-resolution deep-learning (DL)-based
diffusion-weighted imaging (DWI) sequence for breast magnetic resonance imaging (MRI) in …

Deep learning-based image reconstruction algorithm for lung diffusion weighted imaging: improved image quality and diagnostic performance

J Li, Y Xia, GY Sun, ML Xu, XQ Lin, S Jiang… - Chinese Journal of …, 2024 - Springer
Purpose To assess the impact of deep learning reconstruction (DLR) on the image quality
and the diagnostic performance of lung DWI. Methods Totally 46 patients with 46 lesions …

[引用][C] Editorial for" Deep Learning k-Space-to-Image Reconstruction Facilitates High Spatial Resolution and Scan Time Reduction in Diffusion-Weighted Imaging …

Q Peng - Journal of Magnetic Resonance Imaging: JMRI, 2023 - europepmc.org
Editorial for "Deep Learning k-Space-to-Image Reconstruction Facilitates High Spatial Resolution
and Scan Time Reduction in Diffusion-Weighted Imaging Breast MRI". - Abstract - Europe PMC …