List of works - Guang Yang

Accelerating Cardiac Diffusion Tensor Imaging With a U‐Net Based Model: Toward Single Breath‐Hold

scientific article published in 2022

Atrial scar quantification via multi-scale CNN in the graph-cuts framework

scientific article published on 16 November 2019

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

scientific article published on 20 September 2016

Automatic skin lesion segmentation by coupling deep fully convolutional networks and shallow network with textons

scientific article published on 15 April 2019

Automating in vivo cardiac diffusion tensor postprocessing with deep learning-based segmentation

scientific article published on 23 April 2020

Brain tumor classification using the diffusion tensor image segmentation (D-SEG) technique

scientific article published on 13 August 2014

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

scholarly article by Guang Yang et al published June 2018 in IEEE Transactions on Medical Imaging

Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI

scientific article published on 30 April 2019

Discrete Wavelet Transform-Based Whole-Spectral and Subspectral Analysis for Improved Brain Tumor Clustering Using Single Voxel MR Spectroscopy.

scientific article

Discrimination between glioblastoma multiforme and solitary metastasis using morphological features derived from the p:q tensor decomposition of diffusion tensor imaging

scientific article published on 26 July 2014

Manifold Learning in MR spectroscopy using nonlinear dimensionality reduction and unsupervised clustering

scientific article published on 8 September 2014

Morphometric model for discrimination between glioblastoma multiforme and solitary metastasis using three-dimensional shape analysis.

scientific article

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping

scientific article published on 16 April 2020

Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

scientific article published on 19 August 2023

On the averaging of cardiac diffusion tensor MRI data: the effect of distance function selection

scientific article

PIC-GAN: A Parallel Imaging Coupled Generative Adversarial Network for Accelerated Multi-Channel MRI Reconstruction

scientific article published on 02 January 2021

Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

scientific article published on 11 January 2018

Tissue-type mapping of gliomas.

scientific article published on 25 December 2018

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond

scientific article published on 01 January 2022

Unraveling the distinction between depression and anxiety: A machine learning exploration of causal relationships

scientific article published in 2024

List of works by Guang Yang

Accelerating Cardiac Diffusion Tensor Imaging With a U‐Net Based Model: Toward Single Breath‐Hold

Atrial scar quantification via multi-scale CNN in the graph-cuts framework

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

Automatic skin lesion segmentation by coupling deep fully convolutional networks and shallow network with textons

Automating in vivo cardiac diffusion tensor postprocessing with deep learning-based segmentation

Brain tumor classification using the diffusion tensor image segmentation (D-SEG) technique

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI

Discrete Wavelet Transform-Based Whole-Spectral and Subspectral Analysis for Improved Brain Tumor Clustering Using Single Voxel MR Spectroscopy.

Discrimination between glioblastoma multiforme and solitary metastasis using morphological features derived from the p:q tensor decomposition of diffusion tensor imaging

Manifold Learning in MR spectroscopy using nonlinear dimensionality reduction and unsupervised clustering

Morphometric model for discrimination between glioblastoma multiforme and solitary metastasis using three-dimensional shape analysis.

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping

Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

On the averaging of cardiac diffusion tensor MRI data: the effect of distance function selection

PIC-GAN: A Parallel Imaging Coupled Generative Adversarial Network for Accelerated Multi-Channel MRI Reconstruction

Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

Tissue-type mapping of gliomas.

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond

Unraveling the distinction between depression and anxiety: A machine learning exploration of causal relationships