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05/07/2021
Using reinforcement learning to design an AI assistantfor a satisfying co-op experience
In this project, we designed an intelligent assistant player for the sin...
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03/18/2021
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning
Deep learning has shown great promise for CT image reconstruction, in pa...
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02/18/2021
Noise Entangled GAN For Low-Dose CT Simulation
We propose a Noise Entangled GAN (NE-GAN) for simulating low-dose comput...
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08/16/2019
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pa
We propose a novel domain specific loss, which is a differentiable loss ...
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07/24/2019
Balancing Robustness and Responsiveness in a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications
An indoor, real-time location system (RTLS) can benefit both hospitals a...
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05/25/2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture
The treatment planning process for patients with head and neck (H&N) can...
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11/01/2017
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning
A number of image-processing problems can be formulated as optimization ...
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09/26/2017