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06/19/2023
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics
Identifying the relationship between healthcare attributes, lifestyles, ...
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09/23/2020
Label-Efficient Multi-Task Segmentation using Contrastive Learning
Obtaining annotations for 3D medical images is expensive and time-consum...
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05/11/2020
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation
With recent advances in supervised machine learning for medical image an...
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09/27/2019
GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention
This work investigates the use of guided attention in the reconstruction...
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08/13/2019
Einconv: Exploring Unexplored Tensor Decompositions for Convolutional Neural Networks
Tensor decomposition methods are one of the primary approaches for model...
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07/04/2018