Kristin McLeod

32 papers Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images. CoRR Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod
2023	J	`jnl`	A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images. IEEE Access Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod
2023	J	`jnl`	Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. IEEE Access Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin McLeod
2022	J	`jnl`	A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN. IEEE Access Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem, Kristin McLeod
2021	J	`jnl`	Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation. IEEE Trans. Medical Imaging Andrew Gilbert, Maciej Marciniak, Cristóbal Rodero, Pablo Lamata, Eigil Samset, Kristin McLeod
2021	J	`jnl`	User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. IEEE J. Biomed. Health Informatics Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod
2019	—	`conf`	Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. SUSI/PIPPI@MICCAI Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
2019	J	`jnl`	Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. CoRR Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
2019	J	`jnl`	Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer. CoRR Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod
2019	—	`ed.`	Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings SUSI/PIPPI@MICCAI Qian Wang, Alberto Gómez, Jana Hutter, Kristin McLeod, Veronika A. M. Zimmer, Oliver Zettinig, Roxane Licandro, Emma C. Robinson, Daan Christiaens, Esra Abaci Turk, Andrew Melbourne
2019	—	`ed.`	Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers STACOM@MICCAI Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair A. Young, Kawal S. Rhode, Tommaso Mansi
2018	J	`jnl`	Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Trans. Biomed. Eng. Kristin McLeod, Kristin Tøndel, Lilian Calvet, Maxime Sermesant, Xavier Pennec
2017	—	`conf`	A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction. FIMH 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
2017	J	`jnl`	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. 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
2017	—	`conf`	Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH Kristin McLeod, Maxime Sermesant, Xavier Pennec
2017	—	`ed.`	Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges - 7th International Workshop, STACOM 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers STACOM@MICCAI Tommaso Mansi, Kristin McLeod, Mihaela Pop, Kawal S. Rhode, Maxime Sermesant, Alistair A. Young
2016	J	`jnl`	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 Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2016	—	`conf`	From CMR Image to Patient-Specific Simulation and Population-Based Analysis: Tutorial for an Openly Available Image-Processing Pipeline. STACOM@MICCAI 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
2015	—	`conf`	A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? STACOM@MICCAI Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2015	—	`conf`	Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2015	J	`jnl`	Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2014	J	`jnl`	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. Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
2014	J	`jnl`	Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. Medical Image Anal. Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
2014	—	`conf`	Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping. STACOM Kristin McLeod, Marcus Michael Noack, Jørg Saberniak, Kristina Haugaa
2013	J	`jnl`	Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. 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, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode
2013	—	`conf`	Decision Forests for Segmentation of the Left Atrium from 3D MRI. STACOM Ján Margeta, Kristin McLeod, Antonio Criminisi, Nicholas Ayache
2013	—	`conf`	Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. FIMH Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec
2013	—	`conf`	Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. MICCAI (2) Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
2012	—	`conf`	A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
2012	—	`conf`	Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec
2011	—	`conf`	An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. STACOM Kristin McLeod, Adityo Prakosa, Tommaso Mansi, Maxime Sermesant, Xavier Pennec
2010	—	`conf`	Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations. STACOM/CESC Kristin McLeod, Alfonso Caiazzo, Miguel A. Fernández, Tommaso Mansi, Irene E. Vignon-Clementel, Maxime Sermesant, Xavier Pennec, Younes Boudjemline, Jean-Frédéric Gerbeau