Kristin McLeod

Orcid: 0000-0002-2469-7039

According to our database1, Kristin McLeod authored at least 27 papers between 2010 and 2023.

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

Timeline

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Bibliography

2023
A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images.
IEEE Access, 2023

Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients.
IEEE Access, 2023

2022
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN.
IEEE Access, 2022

2021
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation.
IEEE Trans. Medical Imaging, 2021

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing.
IEEE J. Biomed. Health Informatics, 2021

2019
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer.
CoRR, 2019

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

2018
Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data.
IEEE Trans. Biomed. Eng., 2018

2017
Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches.
IEEE Trans. Biomed. Eng., 2017

Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016
A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta.
BMC Medical Imaging, 2016

From CMR Image to Patient-Specific Simulation and Population-Based Analysis: Tutorial for an Openly Available Image-Processing Pipeline.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

2015
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics.
IEEE Trans. Medical Imaging, 2015

Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal?
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

2014
Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82].
Medical Image Anal., 2014

Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images.
Medical Image Anal., 2014

Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

2013
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Anal., 2013

Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Decision Forests for Segmentation of the Left Atrium from 3D MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

2011
An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

2010
Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010


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