The radiologist received a number of image slices from the MRI machines with various modalities such as Tl, TIC, T2, and Fluid Attenuation Inversion Recovery (FLAIR). In brain tumors, the abnormality, that is, tumor, edema, or tumor with edema, is present only in some slices based on the...
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI based on a deep learning segmentation algorithm used in Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm. This repository is an all Python port...
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI based on a deep learning segmentation algorithm used inAssociation of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm. ...
Introduction The presence of non-enhancing cortical signal abnormality is useful for differentiating between glioblastoma and metastatic disease, but its s... A Lasocki,F Gaillard,M Tacey,... - 《J Med Imaging Radiat Oncol》 被引量: 5发表: 2016年 NIRL-12 UNDERSTANDING LESION RESPONSE ON MRI ...
In 2020, our team was first in the US to publish the largest and most comprehensive retrospective review identifying the T2/FLAIR MRI signal assessment protocol as an early indicator of progressive GBM. We proposed that the time of FLAIR signal abnormality within the resection cavity (RC) ...
Purpose: Contrast-enhanced fluid-attenuated inversion recovery (FLAIR) sequence of the brain has the potential for detecting optic nerve abnormality. This study aimed to compare the diagnostic value of whole-brain contrast-enhanced three-dimensional FLAIR with fat suppression (CE ...
MATERIALS AND METHODS: Twenty children (10 boys, 10 girls; age 3.5-18 years, mean 11.2 years) with no neurological abnormality and normal MR imaging examination were retrospectively selected. On two coronal FLAIR slices, ten regions of interest (ROI) with a constant area of 10 mm2 were ...
Proliferation-dominant high-grade astrocytoma: Survival benefit associated with extensive resection of FLAIR abnormality region. J. Neurosurg. 2019, 132, 998–1005. [Google Scholar] [CrossRef] [PubMed] Tripathi, S.; Vivas-Buitrago, T.; Domingo, R.A.; Biase, G.; Brown, D.; Akinduro, O....