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02/01/2023
MB-DECTNet: A Model-Based Unrolled Network for Accurate 3D DECT Reconstruction
Numerous dual-energy CT (DECT) techniques have been developed in the pas...
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07/30/2021
A Machine-learning Based Initialization for Joint Statistical Iterative Dual-energy CT with Application to Proton Therapy
Dual-energy CT (DECT) has been widely investigated to generate more info...
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03/22/2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations
We propose a fully unsupervised multi-modal deformable image registratio...
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06/11/2018
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation
Automatic parsing of anatomical objects in X-ray images is critical to m...
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11/22/2017
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration
2D/3D image registration to align a 3D volume and 2D X-ray images is a c...
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11/30/2016
An Artificial Agent for Robust Image Registration
3-D image registration, which involves aligning two or more images, is a...
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07/27/2015