List of works - Shunxing Bao

A Data Colocation Grid Framework for Big Data Medical Image Processing: Backend Design.

scientific article published in March 2018

AUTOMATIC LABELING OF CORTICAL SULCI USING SPHERICAL CONVOLUTIONAL NEURAL NETWORKS IN A DEVELOPMENTAL COHORT

scientific article published on 01 April 2020

Algorithmic Enhancements to Data Colocation Grid Frameworks for Big Data Medical Image Processing ⬇️

doctoral dissertation

Cloud Engineering Principles and Technology Enablers for Medical Image Processing-as-a-Service

scientific article published on 01 April 2017

Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning

scientific article published on 01 February 2019

Cortical Surface Parcellation using Spherical Convolutional Neural Networks

scientific article published on 10 October 2019

Fully Convolutional Neural Networks Improve Abdominal Organ Segmentation.

scientific article

Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation.

scientific article

Learning from dispersed manual annotations with an optimized data weighting policy

scientific article published on 30 July 2020

Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics

scientific article published on 01 March 2019

Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network

scientific article published on 01 February 2019

Performance Management of High Performance Computing for Medical Image Processing in Amazon Web Services

scientific article

Reasoning about CPS using surrogate simulation models ⬇️

master's thesis

Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks

scientific article published on 13 November 2018

Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks.

scientific article

Stochastic tissue window normalization of deep learning on computed tomography

scientific article published on 01 October 2019

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

scientific article published on 17 October 2018

Theoretical and Empirical Comparison of Big Data Image Processing with Apache Hadoop and Sun Grid Engine

scientific article

Using deep learning for a diffusion-based segmentation of the dentate nucleus and its benefits over atlas-based methods

scientific article published on 01 October 2019

List of works by Shunxing Bao

A Data Colocation Grid Framework for Big Data Medical Image Processing: Backend Design.

AUTOMATIC LABELING OF CORTICAL SULCI USING SPHERICAL CONVOLUTIONAL NEURAL NETWORKS IN A DEVELOPMENTAL COHORT

Algorithmic Enhancements to Data Colocation Grid Frameworks for Big Data Medical Image Processing ⬇️

Cloud Engineering Principles and Technology Enablers for Medical Image Processing-as-a-Service

Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning

Cortical Surface Parcellation using Spherical Convolutional Neural Networks

Fully Convolutional Neural Networks Improve Abdominal Organ Segmentation.

Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation.

Learning from dispersed manual annotations with an optimized data weighting policy

Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics

Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network

Performance Management of High Performance Computing for Medical Image Processing in Amazon Web Services

Reasoning about CPS using surrogate simulation models ⬇️

Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks

Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks.

Stochastic tissue window normalization of deep learning on computed tomography

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

Theoretical and Empirical Comparison of Big Data Image Processing with Apache Hadoop and Sun Grid Engine

Using deep learning for a diffusion-based segmentation of the dentate nucleus and its benefits over atlas-based methods