Alistair A. Young

Orcid: 0000-0001-5702-4220

Affiliations:
  • University of Auckland, New Zealand


According to our database1, Alistair A. Young authored at least 98 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.
IEEE Trans. Biomed. Eng., March, 2024

Cardiac ultrasound simulation for autonomous ultrasound navigation.
CoRR, 2024

2023
Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure.
Medical Image Anal., August, 2023

Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system.
CoRR, 2023

Neural Implicit Functions for 3D Shape Reconstruction from Standard Cardiovascular Magnetic Resonance Views.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Automated Quality-Controlled Left Heart Segmentation from 2D Echocardiography.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Automated Segmentation of the Right Ventricle from 3D Echocardiography Using Labels from Cardiac Magnetic Resonance Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Impact of Hypertension on Left Ventricular Pressure-Strain Loop Characteristics and Myocardial Work.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

DIFF·3: A Latent Diffusion Model for the Generation of Synthetic 3D Echocardiographic Images and Corresponding Labels.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from Cine CMR with Improved Accuracy and Efficiency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Left Ventricular Work and Power are Constant Despite Varying Cardiac Cycle Length - Implications for Patients with Atrial Fibrillation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Whole Heart 3D Shape Reconstruction from Sparse Views: Leveraging Cardiac Computed Tomography for Cardiovascular Magnetic Resonance.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Automated Estimation of Left Ventricular Diastolic Chamber Stiffness: Application to Patients with Heart Failure and Aortic Regurgitation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Generating Short-Axis DENSE Images from 4D XCAT Phantoms: A Proof-of-Concept Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

AI in the Real World.
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023

2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces.
CoRR, 2022

Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Multi-modal Latent-Space Self-alignment for Super-Resolution Cardiac MR Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Assessment of Transcatheter Heart Valve Migration and Embolization Risk Following Valve-in-MAC.
Proceedings of the Computing in Cardiology, 2022

2021
Computational analysis of cardiac structure and function in congenital heart disease: Translating discoveries to clinical strategies.
J. Comput. Sci., 2021

Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis.
CoRR, 2021

CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images.
CoRR, 2021

The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Whole Heart Anatomical Refinement from CCTA Using Extrapolation and Parcellation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Sensitivity of Myocardial Stiffness Estimates to Inter-observer Variability in LV Geometric Modelling.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

In Vivo Pressure-Volume Loops and Chamber Stiffness Estimation Using Real-Time 3D Echocardiography and Left Ventricular Catheterization - Application to Post-heart Transplant Patients.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Assessment of Thrombotic Risk following Transcatheter Mitral Valve Replacement.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
AI in Medical Imaging Informatics: Current Challenges and Future Directions.
IEEE J. Biomed. Health Informatics, 2020

Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank.
CoRR, 2020

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics.
CoRR, 2020

2019
Comparison of 2D Echocardiography and Cardiac Cine MRI in the Assessment of Regional Left Ventricular Wall Thickness.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

End-Diastolic and End-Systolic LV Morphology in the Presence of Cardiovascular Risk Factors: A UK Biobank Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019

2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018

Automatic initialization and quality control of large-scale cardiac MRI segmentations.
Medical Image Anal., 2018

An Iterative Diffeomorphic Algorithm for Registration of Subdivision Surfaces: Application to Congenital Heart Disease.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI.
IEEE J. Biomed. Health Informatics, 2017

Identification of Transversely Isotropic Properties from Magnetic Resonance Elastography Using the Optimised Virtual Fields Method.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Three-Dimensional Quantification of Myocardial Collagen Morphology from Confocal Images.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016
Image-Based Investigation of Human in Vivo Myofibre Strain.
IEEE Trans. Medical Imaging, 2016

Cardiac image modelling: Breadth and depth in heart disease.
Medical Image Anal., 2016

Improving assessment of congenital heart disease through rapid patient specific modeling.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Overcoming spatio-temporal limitations using dynamically scaled in vitro PC-MRI - A flow field comparison to true-scale computer simulations of idealized, stented and patient-specific left main bifurcations.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Big Heart Data: Advancing Health Informatics Through Data Sharing in Cardiovascular Imaging.
IEEE J. Biomed. Health Informatics, 2015

Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Parameterisation of Multi-directional Diffusion Weighted Magnetic Resonance Images of the Heart.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Orthogonal Shape Modes Describing Clinical Indices of Remodeling.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Microstructural Remodelling and Mechanics of Hypertensive Heart Disease.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Determining Anisotropic Myocardial Stiffness from Magnetic Resonance Elastography: A Simulation Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Field-Based Parameterisation of Cardiac Muscle Structure from Diffusion Tensors.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Creating shape templates for patient specific biventricular modeling in congenital heart disease.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images.
Medical Image Anal., 2014

Identifying Myocardial Mechanical Properties from MRI Using an Orthotropic Constitutive Model.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Motion Correction for Dynamic Contrast-Enhanced CMR Perfusion Images Using a Consecutive Finite Element Model Warping.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Construction of a Coronary Artery Atlas from CT Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Rapid D-Affine Biventricular Cardiac Function with Polar Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Continuous Spatio-temporal Atlases of the Asymptomatic and Infarcted Hearts.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Changes in In Vivo Myocardial Tissue Properties Due to Heart Failure.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Intraventricular Dyssynchrony Assessment Using Regional Contraction from LV Motion Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Large Scale Left Ventricular Shape Atlas Using Automated Model Fitting to Contours.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Estimation of In Vivo Myocardial Fibre Strain Using an Architectural Atlas of the Human Heart.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
Automated Personalised Human Left Ventricular FE Models to Investigate Heart Failure Mechanics.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Unsupervised segmentation and personalised FE modelling of in vivo human myocardial mechanics based on an MRI atlas.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Estimation of in vivo human myocardial fibre strain by integrating diffusion tensor and tagged MRI using FE modelling.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
The Cardiac Atlas Project - an imaging database for computational modeling and statistical atlases of the heart.
Bioinform., 2011

Myocardial Contractility and Regional Work throughout the Cardiac Cycle Using FEM and MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Left Ventricular Segmentation Challenge from Cardiac MRI: A Collation Study.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Maximum Likelihood Correction of Shape Bias Arising from Imaging Protocol: Application to Cardiac MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

2010
Recovery of Myocardial Kinematic Function without the Time History of External Loads.
EURASIP J. Adv. Signal Process., 2010

Investigating Heart Failure Using Ventricular Imaging and Modelling.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Cardiac Active Contraction Parameters Estimated from Magnetic Resonance Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

The Cardiac Atlas Project: Preliminary Description of Heart Shape in Patients with Myocardial Infarction.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Cardiac Anchoring in MRI through Context Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Interactive Cardiac Image Analysis for Biventricular Function of the Human Heart.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

The Cardiac Atlas Project: Development of a Framework Integrating Cardiac Images and Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Real Time Myocardial Strain Analysis of Tagged MR Cines Using Element Space Non-rigid Registration.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function.
Medical Image Anal., 2009

2008
Passive Ventricular Mechanics Modelling Using MRI of Structure and Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

GPU Accelerated Non-rigid Registration for the Evaluation of Cardiac Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2006
Automated Detection of the Left Ventricle from 4D MR Images: Validation Using Large Clinical Datasets.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

Automated Detection of Left Ventricle in 4D MR Images: Experience from a Large Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Estimation of Cardiac Hyperelastic Material Properties from MRI Tissue Tagging and Diffusion Tensor Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Parameter distribution models for estimation of population based left ventricular deformation using sparse fiducial markers.
IEEE Trans. Medical Imaging, 2005

2004
Extraction and quantification of left ventricular deformation modes.
IEEE Trans. Biomed. Eng., 2004

The visualization of myocardial strain for the improved analysis of cardiac mechanics.
Proceedings of the 2nd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2004, 2004

2003
The visualization and measurement of left ventricular deformation using finite element models.
J. Vis. Lang. Comput., 2003

New techniques for visualizing and evaluating left ventricular performance.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

1999
Model tags: direct three-dimensional tracking of heart wall motion from tagged magnetic resonance images.
Medical Image Anal., 1999

1998
Model Tags: Direct 3D Tracking of Heart Wall Motion from Tagged Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1996
Deformable models with parameter functions for cardiac motion analysis from tagged MRI data.
IEEE Trans. Medical Imaging, 1996

1995
Tracking and finite element analysis of stripe deformation in magnetic resonance tagging.
IEEE Trans. Medical Imaging, 1995

Semi-automatic tracking of myocardial motion in MR tagged images.
IEEE Trans. Medical Imaging, 1995

1994
Deformable models with parameter functions: application to heart-wall modeling.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Model-based analysis of cardiac motion from tagged MRI data.
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

1992
Non-rigid heart wall motion using MR tagging.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1989
Epicardial surface estimation from coronary angiograms.
Comput. Vis. Graph. Image Process., 1989


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