Abstract: Lumbar Disc Herniation (LDH ... in the bottleneck layer to mitigate overfitting. Evaluated on T2-weighted sagittal MRI scans of 282 patients (1410 slices), the model achieves 87% ...

Axial rotations of lumbar vertebrae ... that are greater than normal might indicate degenerative spinal instability. Sagittal views on reconstructed CT scans and MRI of spines subjected to axial ...

Objective: To describe magnetic resonance imaging (MRI) findings in the lumbar spine in asymptomatic elite adolescent ... 15 female). Methods: Sagittal T1, T2, STIR, and axial T2 weighted MRI images ...

The protocol encompassed structural and diffusion-weighted MRI rostral (C2/C3) and caudal (lumbar enlargement ... 17 In patients, an additional sagittal T2-weighted 2D turbo spin echo sequence of the ...

Background: To observe changes in the cauda equina nerve on lumbar MRI in patients with central lumbar ... RNRs show thickening, buckling, and serpentine- or loop-shaped on their T2-weighted sagittal ...

Schaefer: Magnetic resonance imaging (MRI) of the lumbar spine ... Exaggeration of the normal lumbar lordosis was noted. A sagittal T2-weighted image (Panel A), obtained without the administration ...

The use of separate backbones for different regions and the combination of axial and sagittal features makes the model highly specialized for analyzing lumbar spine MRI data. image size 512x512x3 for ...

Our study focuses on a four-class lumbar disease classification problem using sagittal T2 MRI images. The evaluation of InVGG is compared with traditional CNNs (VGG model) and machine learning ...

Conclusions: In conclusion, supine MRI can be directly translated into sagittal alignment angle measurements ... degenerative changes in the lumbar spine occur much more quickly than normal and can ...

LimiFlex™ is the first-in-class Dynamic Sagittal Tether™ (DST), designed to maintain motion and stability after spinal decompression, without contributing to adjacent level issues, for grade 1 lumbar ...