Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations. - Kristin McLeod; Alfonso Caiazzo; Miguel A. Fernández; Tommaso Mansi; Irene E. Vignon-Clementel; Maxime Sermesant; Xavier Pennec; Younes Boudjemline; Jean-Frédéric Gerbeau (STACOM/CESC, 2010)

An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. - Kristin McLeod; Adityo Prakosa; Tommaso Mansi; Maxime Sermesant; Xavier Pennec (STACOM, 2011)

A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. - Kristin McLeod; Christof Seiler; Maxime Sermesant; Xavier Pennec (STACOM, 2012)

Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. - Adityo Prakosa; Kristin McLeod; Maxime Sermesant; Xavier Pennec (STACOM, 2012)

Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. - Kristin McLeod; Christof Seiler; Nicolas Toussaint; Maxime Sermesant; Xavier Pennec (FIMH, 2013)

Decision Forests for Segmentation of the Left Atrium from 3D MRI. - Ján Margeta; Kristin McLeod; Antonio Criminisi; Nicholas Ayache (STACOM, 2013)

Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. - Kristin McLeod; Christof Seiler; Maxime Sermesant; Xavier Pennec (MICCAI (2), 2013)

Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. - Catalina Tobon-Gomez; Mathieu De Craene; Kristin McLeod; Lennart Tautz; Wenzhe Shi; Anja Hennemuth; Adityo Prakosa; H. Wang; Gerry Carr-White; Stam Kapetanakis; Anja Lutz; Volker Rasche; et al. (Medical Image Anal., 2013)

Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping. - Kristin McLeod; Marcus Michael Noack; Jørg Saberniak; Kristina Haugaa (STACOM, 2014)

Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. - Romain Guibert; Kristin McLeod; Alfonso Caiazzo; Tommaso Mansi; Miguel A. Fernández; Maxime Sermesant; Xavier Pennec; Irene E. Vignon-Clementel; Younes Boudjemline; Jean-Frédéric Gerbeau (Medical Image Anal., 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]. - Romain Guibert; Kristin McLeod; Alfonso Caiazzo; Tommaso Mansi; Miguel A. Fernández; Maxime Sermesant; Xavier Pennec; Irene E. Vignon-Clementel; Younes Boudjemline; Jean-Frédéric Gerbeau (Medical Image Anal., 2014)

A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? - Jan L. Bruse; Kristin McLeod; Giovanni Biglino; Hopewell N. Ntsinjana; Claudio Capelli; Tain-Yen Hsia; Maxime Sermesant; Xavier Pennec; Andrew Mayall Taylor; Silvia Schievano (STACOM@MICCAI, 2015)

Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. - Kristin McLeod; Maxime Sermesant; Philipp Beerbaum; Xavier Pennec (MICCAI (3), 2015)

Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. - Kristin McLeod; Maxime Sermesant; Philipp Beerbaum; Xavier Pennec (IEEE Trans. Medical Imaging, 2015)

From CMR Image to Patient-Specific Simulation and Population-Based Analysis: Tutorial for an Openly Available Image-Processing Pipeline. - Maciej Marciniak; Hermenegild Arevalo; Jacob Tfelt-Hansen; Thomas Jespersen; Reza Jabbari; Charlotte Glinge; Kiril A. Ahtarovski; Niels Vejlstrup; Thomas Engstrom; Mary M. Maleckar; Kristin McLeod (STACOM@MICCAI, 2016)

A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta. - Jan L. Bruse; Kristin McLeod; Giovanni Biglino; Hopewell N. Ntsinjana; Claudio Capelli; Tain-Yen Hsia; Maxime Sermesant; Xavier Pennec; Andrew Mayall Taylor; Silvia Schievano (BMC Medical Imaging, 2016)

A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction. - Maciej Marciniak; Hermenegild Arevalo; Jacob Tfelt-Hansen; Kiril A. Ahtarovski; Thomas Jespersen; Reza Jabbari; Charlotte Glinge; Niels Vejlstrup; Thomas Engstrom; Mary M. Maleckar; Kristin McLeod (FIMH, 2017)

Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. - Kristin McLeod; Maxime Sermesant; Xavier Pennec (FIMH, 2017)

Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches. - Jan L. Bruse; Maria A. Zuluaga; Abbas Khushnood; Kristin McLeod; Hopewell N. Ntsinjana; Tain-Yen Hsia; Maxime Sermesant; Xavier Pennec; Andrew Mayall Taylor; Silvia Schievano (IEEE Trans. Biomed. Eng., 2017)

Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. - Kristin McLeod; Kristin Tøndel; Lilian Calvet; Maxime Sermesant; Xavier Pennec (IEEE Trans. Biomed. Eng., 2018)

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. - Andrew Gilbert; Marit Holden; Line Eikvil; Svein Arne Aase; Eigil Samset; Kristin McLeod (SUSI/PIPPI@MICCAI, 2019)

Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer. - Andrew Gilbert; Marit Holden; Line Eikvil; Mariia Rakhmail; Aleksandar Babic; Svein Arne Aase; Eigil Samset; Kristin McLeod (CoRR, 2019)

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. - Andrew Gilbert; Marit Holden; Line Eikvil; Mariia Rakhmail; Aleksandar Babic; Svein Arne Aase; Eigil Samset; Kristin McLeod (IEEE J. Biomed. Health Informatics, 2021)

Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation. - Andrew Gilbert; Maciej Marciniak; Cristóbal Rodero; Pablo Lamata; Eigil Samset; Kristin McLeod (IEEE Trans. Medical Imaging, 2021)

A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN. - Cristiana Tiago; Andrew Gilbert; Ahmed Salem Beela; Svein Arne Aase; Sten Roar Snare; Jurica Sprem; Kristin McLeod (IEEE Access, 2022)

Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. - Müjde Akdeniz; Claudia Alessandra Manetti; Tijmen Koopsen; Hani Nozari Mirar; Sten Roar Snare; Svein Arne Aase; Joost Lumens; Jurica Sprem; Kristin McLeod (IEEE Access, 2023)

A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images. - Cristiana Tiago; Sten Roar Snare; Jurica Sprem; Kristin McLeod (IEEE Access, 2023)