… Initial HR synthetic image After deforming the input segmentation, we generate an initial
synthetic scan G at HR by sampling a GMM conditioned on L (Fig. 3c). For convenience, we …

… , we provide a 3D synthetic volume for the next stage, segmentation. … the synthetic segmentation
that translated FLAIR MR images into high-contrast synthetic MR ones for segmentation. …

… of synthetic MRI methods and their clinical applications in neuroradiology. Based on this
analysis, we highlight areas that need to be addressed for synthetic MRI … for brain segmentation, …

… the corresponding synthetic MRI scan. In addition, the pixel-wise absolute difference between
acquired and synthetic image is shown in the right column. T1c, contrast-enhanced T1w. …

… -intensive and time-consuming, segmentation of organs-at-risk (… synthetic MR (sMR)-aided
dual pyramid network (DPN) for rapid and accurate head and neck multi-organ segmentation …

… A multidelay, multiecho acquisition covering the entire brain was then acquired to perform
quantitative mapping of T1, T2, and proton density using synthetic MRI. Detailed imaging …

… Synthetic magnetic resonance imaging (SyMRI) with the use of the multidynamic multiecho
(MDME) sequence enables automatic brain … The acquisition time of a synthetic sequence is …

… lesion segmentation. Lesions were segmented on 3D conventional and synthetic FLAIR …
. The advantage of synthetic MRI for the visualization of anterior temporal pole lesions on …

… In the testing set, hyperintense brain lesions on FLAIR images were manually segmented …
the segmented images and corrected the tracings, if necessary. The manual segmentation was …

… patients had lower total brain volumes and increased size of the lateral ventricles (Kaur et
al., 2014). Although our results from brain segmentation of synthetic MRI showed similar larger …