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03/19/2023
A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation
We developed a deep ensemble learning model with a radiomics spatial enc...
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10/12/2022
Quantifying U-Net Uncertainty in Multi-Parametric MRI-based Glioma Segmentation by Spherical Image Projection
Purpose: To develop a U-Net segmentation uncertainty quantification meth...
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03/01/2022
A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation
Purpose: To develop a neural ordinary differential equation (ODE) model ...
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05/22/2021
Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application
This paper develops a method of biologically guided deep learning for po...
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10/27/2016
