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A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images
Multi-parametric MR images have been shown to be effective in the non-in...
12/25/2020 ∙ by Lavanya Umapathy, et al. ∙
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White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Ini
The relationship between cognition and white matter hyperintensities (WM...
12/24/2020 ∙ by Lavanya Umapathy, et al. ∙
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A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks
Thalamic nuclei have been implicated in several neurological diseases. W...
12/17/2020 ∙ by Lavanya Umapathy, et al. ∙
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A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images
Motion-robust 2D Radial Turbo Spin Echo (RADTSE) pulse sequence can prov...
04/13/2020 ∙ by Lavanya Umapathy, et al. ∙
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