Journal of magnetic resonance imaging : JMRI
-
J Magn Reson Imaging · Dec 2018
Segmentation of gray matter, white matter, and CSF with fluid and white matter suppression using MP2RAGE.
MP2RAGE can generate uniform T1 -weighted images, which have been used for brain segmentation. However, there remain concerns about carrying out fast brain segmentation. ⋯ 2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;48:1540-1550.
-
J Magn Reson Imaging · Dec 2018
Computer-aided diagnosis of prostate cancer using a deep convolutional neural network from multiparametric MRI.
Deep learning is the most promising methodology for automatic computer-aided diagnosis of prostate cancer (PCa) with multiparametric MRI (mp-MRI). ⋯ 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;48:1570-1577.
-
Diffusion kurtosis imaging (DKI) measures have been shown to provide increased sensitivity relative to diffusion tensor imaging (DTI) in detecting pathologies. ⋯ 2 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;48:1551-1558.
-
J Magn Reson Imaging · Dec 2018
Assessment of breast mass morphology with diffusion-weighted MRI: Beyond apparent diffusion coefficient.
Diffusion-weighted imaging (DWI) is a noncontrast-enhanced MRI technique. There are new promising studies on the use of DWI as a part of the enhanced or unenhanced abbreviated breast MRI protocols. ⋯ 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;48:1668-1677.
-
J Magn Reson Imaging · Dec 2018
Radiomics strategy for glioma grading using texture features from multiparametric MRI.
Accurate glioma grading plays an important role in the clinical management of patients and is also the basis of molecular stratification nowadays. ⋯ 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;48:1518-1528.