Lavanya Umapathy
Orcid: 0000-0002-7224-0930
According to our database1,
Lavanya Umapathy
authored at least 6 papers
between 2020 and 2022.
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Bibliography
2022
Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI.
Neuroinformatics, 2022
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI.
CoRR, 2022
2020
A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images.
CoRR, 2020
White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative.
CoRR, 2020
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks.
CoRR, 2020
A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images.
CoRR, 2020