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Your search keyword '"Umapathy, Lavanya"' showing total 19 results

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19 results on '"Umapathy, Lavanya"'

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1. Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI

2. A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images

3. White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative

4. A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks

5. A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images

8. Reducing annotation burden in MR: A novel MR‐contrast guided contrastive learning approach for image segmentation.

10. Learning Data Representations for Improving Detection Performance of Deep Learning Models in Medical Imaging Applications

15. Abdominal T2‐Weighted Imaging and T2 Mapping Using a Variable Flip Angle Radial Turbo Spin‐Echo Technique.

16. Editorial for "Scanner‐Independent MyoMapNet for Accelerated Cardiac MRI T1 Mapping Across Vendors and Field Strengths".

18. Assessment of White Matter Integrity in Bonnet Macaque Monkeys using Diffusion-weighted Magnetic Resonance Imaging

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