Lavanya Umapathy
Orcid: 0000-0002-7224-0930
According to our database1,
Lavanya Umapathy
authored at least 7 papers
between 2020 and 2023.
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Bibliography
2023
Learning Data Representations for Improving Detection Performance of Deep Learning Models in Medical Imaging Applications.
PhD thesis, 2023
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