Xun Jia

Orcid: 0000-0001-6159-2909

According to our database1, Xun Jia authored at least 33 papers between 2009 and 2023.

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Bibliography

2023
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach.
IEEE Trans. Comput. Soc. Syst., August, 2023

2022
Development of metaverse for intelligent healthcare.
Nat. Mac. Intell., November, 2022

Top-Level Design and Simulated Performance of the First Portable CT-MR Scanner.
IEEE Access, 2022

High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021
Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach.
Medical Image Anal., 2021

Using reinforcement learning to design an AI assistantfor a satisfying co-op experience.
CoRR, 2021

Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning.
CoRR, 2021

Noise Entangled GAN For Low-Dose CT Simulation.
CoRR, 2021

2020
Synergizing medical imaging and radiotherapy with deep learning.
Mach. Learn. Sci. Technol., 2020

Feasibility study of a multi-criteria decision-making based hierarchical model for multi-modality feature and multi-classifier fusion: Applications in medical prognosis prediction.
Inf. Fusion, 2020

Scatter correction based on adaptive photon path-based Monte Carlo simulation method in Multi-GPU platform.
Comput. Methods Programs Biomed., 2020

A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification.
Int. J. Comput. Assist. Radiol. Surg., 2020

Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV Electrons.
Proceedings of the RACS '20: International Conference on Research in Adaptive and Convergent Systems, 2020

2019
FPGA应用于高性能计算的研究现状和未来挑战 (Research Advances and Future Challenges of FPGA-based High Performance Computing).
计算机科学, 2019

Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy.
CoRR, 2019

Balancing Robustness and Responsiveness in a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications.
CoRR, 2019

A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Individualized 3D Dose Distribution Prediction Using Deep Learning.
Proceedings of the Artificial Intelligence in Radiation Therapy, 2019

2018
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.
IEEE Trans. Medical Imaging, 2018

Physics Model-Based Scatter Correction in Multi-Source Interior Computed Tomography.
IEEE Trans. Medical Imaging, 2018

Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm.
SIAM J. Imaging Sci., 2018

Exploring high-performance processor architecture beyond the exascale.
Frontiers Inf. Technol. Electron. Eng., 2018

Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture.
CoRR, 2018

2017
Z-Index Parameterization for Volumetric CT Image Reconstruction via 3-D Dictionary Learning.
IEEE Trans. Medical Imaging, 2017

Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients.
CoRR, 2017

A High-Performance Accelerator for Floating-Point Matrix Multiplication.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2014
Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study.
IEEE Trans. Medical Imaging, 2014

2013
Binary Level-Set Shape Optimization Model and Algorithm for Volumetric Modulated Arc Therapy in Radiotherapy Treatment.
SIAM J. Sci. Comput., 2013

Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy.
Medical Image Anal., 2013

2010
Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis.
Proceedings of the International Conference on Machine Learning and Applications, 2009


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