List of works - Wenjia Bai

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion

scientific article published on September 2015

A population-based phenome-wide association study of cardiac and aortic structure and function

scientific article published on 24 August 2020

A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: application to cardiac MR images

scientific article

A quantification model for apoptosis in mouse embryos in the early stage of fetation.

scientific article

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

scientific article published on 26 September 2017

Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data

scientific article published on 01 January 2014

Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: a 2-center study

scientific article published on 16 May 2013

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

scientific article published on 14 September 2018

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

scientific article published on 23 January 2019

Automatic dendritic spine analysis in two-photon laser scanning microscopy images

scientific article

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch

scientific article published on 01 January 2013

Clinical quantitative cardiac imaging for the assessment of myocardial ischaemia

scientific article published on 24 February 2020

Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand challenge

scientific article

Genetic and functional insights into the fractal structure of the heart

scientific article published on 19 August 2020

Genomic analysis reveals a functional role for myocardial trabeculae in adults

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

scientific article published on 12 February 2020

Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images

Learning-Based Quality Control for Cardiac MR Images

scientific article published on 01 November 2018

Micro-object pose estimation with sim-to-real transfer learning using small dataset

scientific article published on 06 April 2022

Motion Correction and Attenuation Correction for Respiratory Gated PET Images ⬇️

scientific article published on September 23, 2010

MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI

scientific article published in 2022

Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies

scientific article published on 22 August 2017

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation

scientific article published on 01 January 2014

Multi-atlas segmentation with augmented features for cardiac MR images

scientific article published on 19 September 2014

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection.

scientific article

Patch-Based Evaluation of Image Segmentation

Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy

scientific article published on 01 September 2021

Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation

Regularized B-spline deformable registration for respiratory motion correction in PET images.

scientific article published on 8 April 2009

Right ventricle segmentation from cardiac MRI: a collation study

scientific article published on 28 October 2014

Statistical shape modeling of the left ventricle: myocardial infarct classification challenge ⬇️

scientific article published on 17 January 2017

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.

scientific article published on January 2017

Temporal sparse free-form deformations

scientific article published on 16 May 2013

The UK GenScan study - population-based imaging genetics research using 3D Cardiac Magnetic Resonance

article

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework

scientific article published on 4 September 2017

List of works by Wenjia Bai

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion

A population-based phenome-wide association study of cardiac and aortic structure and function

A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: application to cardiac MR images

A quantification model for apoptosis in mouse embryos in the early stage of fetation.

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data

Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: a 2-center study

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

Automatic dendritic spine analysis in two-photon laser scanning microscopy images

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch

Clinical quantitative cardiac imaging for the assessment of myocardial ischaemia

Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand challenge

Genetic and functional insights into the fractal structure of the heart

Genomic analysis reveals a functional role for myocardial trabeculae in adults

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac MR Images

Learning-Based Quality Control for Cardiac MR Images

Micro-object pose estimation with sim-to-real transfer learning using small dataset

Motion Correction and Attenuation Correction for Respiratory Gated PET Images ⬇️

MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI

Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation

Multi-atlas segmentation with augmented features for cardiac MR images

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection.

Patch-Based Evaluation of Image Segmentation

Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy

Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation

Regularized B-spline deformable registration for respiratory motion correction in PET images.

Right ventricle segmentation from cardiac MRI: a collation study

Statistical shape modeling of the left ventricle: myocardial infarct classification challenge ⬇️

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.

Temporal sparse free-form deformations

The UK GenScan study - population-based imaging genetics research using 3D Cardiac Magnetic Resonance

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework