Kristin McLeod
Orcid: 0000-0002-2469-7039
According to our database1,
Kristin McLeod
authored at least 27 papers
between 2010 and 2023.
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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
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
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012
2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
2010
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010