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2020 – today
- 2024
[i4]Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod:
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images. CoRR abs/2403.04612 (2024)- [i3]Müjde Akdeniz, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin Sarah McLeod:
Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. CoRR abs/2403.10291 (2024) - 2023
- [j12]Müjde Akdeniz
, Claudia Alessandra Manetti, Tijmen Koopsen, Hani Nozari Mirar, Sten Roar Snare, Svein Arne Aase, Joost Lumens, Jurica Sprem, Kristin McLeod:
Deep Learning for Multi-Level Detection and Localization of Myocardial Scars Based on Regional Strain Validated on Virtual Patients. IEEE Access 11: 15788-15798 (2023) - [j11]Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod:
A Domain Translation Framework With an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images. IEEE Access 11: 17594-17602 (2023) - 2022
- [j10]Cristiana Tiago, Andrew Gilbert, Ahmed Salem Beela, Svein Arne Aase, Sten Roar Snare, Jurica Sprem, Kristin McLeod:
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN. IEEE Access 10: 98803-98815 (2022) - 2021
- [j9]Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod:
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. IEEE J. Biomed. Health Informatics 25(6): 2113-2124 (2021) - [j8]Andrew Gilbert, Maciej Marciniak, Cristóbal Rodero, Pablo Lamata, Eigil Samset, Kristin McLeod:
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation. IEEE Trans. Medical Imaging 40(10): 2783-2794 (2021)
2010 – 2019
- 2019
- [c14]Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod:
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. SUSI/PIPPI@MICCAI 2019: 29-37 - [e3]Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair A. Young, Kawal S. Rhode, Tommaso Mansi:
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. Lecture Notes in Computer Science 11395, Springer 2019, ISBN 978-3-030-12028-3 [contents] - [e2]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:
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. Lecture Notes in Computer Science 11798, Springer 2019, ISBN 978-3-030-32874-0 [contents] - [i2]Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod:
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer. CoRR abs/1911.02407 (2019) - [i1]Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod:
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. CoRR abs/1911.02448 (2019) - 2018
- [j7]Kristin McLeod, Kristin Tøndel, Lilian Calvet, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Trans. Biomed. Eng. 65(12): 2769-2780 (2018) - 2017
- [j6]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:
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. 64(10): 2373-2383 (2017) - [c13]Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH 2017: 51-59 - [c12]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:
A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction. FIMH 2017: 161-171 - [e1]Tommaso Mansi, Kristin McLeod, Mihaela Pop, Kawal S. Rhode, Maxime Sermesant, Alistair A. Young:
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. Lecture Notes in Computer Science 10124, Springer 2017, ISBN 978-3-319-52717-8 [contents] - 2016
- [j5]Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano:
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 16: 40 (2016) - [c11]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:
From CMR Image to Patient-Specific Simulation and Population-Based Analysis: Tutorial for an Openly Available Image-Processing Pipeline. STACOM@MICCAI 2016: 106-117 - 2015
- [j4]Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec:
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging 34(7): 1562-1575 (2015) - [c10]Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano:
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 2015: 21-29 - [c9]Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec:
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) 2015: 419-426 - 2014
- [j3]Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau:
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. Medical Image Anal. 18(1): 63-82 (2014) - [j2]Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau:
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. 18(2): 433 (2014) - [c8]Kristin McLeod, Marcus Michael Noack, Jørg Saberniak, Kristina Haugaa:
Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping. STACOM 2014: 177-186 - 2013
- [j1]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:
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. 17(6): 632-648 (2013) - [c7]Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec:
Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. FIMH 2013: 483-490 - [c6]Ján Margeta, Kristin McLeod, Antonio Criminisi, Nicholas Ayache:
Decision Forests for Segmentation of the Left Atrium from 3D MRI. STACOM 2013: 49-56 - [c5]Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec:
Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. MICCAI (2) 2013: 501-508 - 2012
- [c4]Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM 2012: 178-187 - [c3]Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec:
A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM 2012: 288-297 - 2011
- [c2]Kristin McLeod, Adityo Prakosa, Tommaso Mansi, Maxime Sermesant, Xavier Pennec:
An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. STACOM 2011: 55-67 - 2010
- [c1]Kristin McLeod, Alfonso Caiazzo, Miguel A. Fernández, Tommaso Mansi, Irene E. Vignon-Clementel, Maxime Sermesant, Xavier Pennec, Younes Boudjemline, Jean-Frédéric Gerbeau:
Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations. STACOM/CESC 2010: 95-104
Coauthor Index
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last updated on 2024-08-05 20:22 CEST by the dblp team
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