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Learning image quality assessment by reinforcing task amenable data selection
In this paper, we consider a type of image quality assessment as a task-...
02/15/2021 ∙ by Shaheer U. Saeed, et al. ∙
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Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation
Organ morphology is a key indicator for prostate disease diagnosis and p...
01/16/2021 ∙ by Qianye Yang, et al. ∙
21
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DeepReg: a deep learning toolkit for medical image registration
DeepReg (https://github.com/DeepRegNet/DeepReg) is a community-supported...
11/04/2020 ∙ by Yunguan Fu, et al. ∙
31
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Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination
Morphological analysis of longitudinal MR images plays a key role in mon...
08/29/2020 ∙ by Qianye Yang, et al. ∙
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More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation
Improving a semi-supervised image segmentation task has the option of ad...
08/20/2019 ∙ by Yunguan Fu, et al. ∙
21
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Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization
Adversarial self-play in two-player games has delivered impressive resul...
07/04/2018 ∙ by Alexandre Laterre, et al. ∙
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