Maria A. Zuluaga

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 62

Top Topics

Medical Image Segmentation

Image Segmentation

Anomaly Detection

Acoustic Features

Top Venues

Medical Image Anal.

Publications

Hava Chaptoukaev, Vincenzo Marcianó, Francesco Galati, Maria A. Zuluaga
HyperMM : Robust Multimodal Learning with Varying-sized Inputs. CoRR (2024)
Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hämmerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Létourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, et al.
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. CoRR (2023)
Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga
Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. ISBI (2023)
Riccardo Schiavone, Francesco Galati, Maria A. Zuluaga
Binary Domain Generalization for Sparsifying Binary Neural Networks. ECML/PKDD (2) (2023)
Hava Chaptoukaev, Valeriya Strizhkova, Michele Panariello, Bianca Dalpaos, Aglind Reka, Valeria Manera, Susanne Thümmler, Esma Ismailova, Nicholas W. D. Evans, Francois Brémond, Massimiliano Todisco, Maria A. Zuluaga, Laura M. Ferrari
StressID: a Multimodal Dataset for Stress Identification. NeurIPS (2023)
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Francesco Galati, Daniele Falcetta, Rosa Cortese, Barbara Casolla, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation. BMVC (2023)
Riccardo Schiavone, Francesco Galati, Maria A. Zuluaga
Binary domain generalization for sparsifying binary neural networks. CoRR (2023)
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams. Data Min. Knowl. Discov. 37 (2) (2023)
Francesco Galati, Daniele Falcetta, Rosa Cortese, Barbara Casolla, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation. CoRR (2023)
Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. CoRR (2023)
Madhu R. Kamble, Jose Patino, Maria A. Zuluaga, Massimiliano Todisco
Exploring auditory acoustic features for the diagnosis of the Covid-19. CoRR (2022)
Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan Carlos De Martin, Maria A. Zuluaga, Stefano Nichele
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics. CoRR (2022)
Vien Ngoc Dang, Francesco Galati, Rosa Cortese, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Karim Lekadir, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation. Medical Image Anal. 75 (2022)
Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli
Class-wise Thresholding for Robust Out-of-Distribution Detection. CVPR Workshops (2022)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
Do deep neural networks contribute to multivariate time series anomaly detection? Pattern Recognit. 132 (2022)
Madhu R. Kamble, Jose Patino, Maria A. Zuluaga, Massimiliano Todisco
Exploring Auditory Acoustic Features for The Diagnosis of Covid-19. ICASSP (2022)
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams. KDD (2022)
Wilfredo J. Robinson M., Flavio Esposito, Maria A. Zuluaga
DTS: A Simulator to Estimate the Training Time of Distributed Deep Neural Networks. MASCOTS (2022)
Vien Ngoc Dang, Anna Cascarano, Rosa H. Mulder, Charlotte Cecil, Maria A. Zuluaga, Jerónimo Hernández-González, Karim Lekadir
Fairness and bias correction in machine learning for depression prediction: results from four different study populations. CoRR (2022)
Piera Riccio, Francesco Galati, Maria A. Zuluaga, Juan Carlos De Martin, Stefano Nichele
Translating Emotions from EEG to Visual Arts. EvoMUSART (2022)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? CoRR (2022)
Riccardo Schiavone, Maria A. Zuluaga
Sparsifying Binary Networks. CoRR (2022)
Francesco Galati, Maria A. Zuluaga
Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation. FIMH (2021)
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
Maximum Roaming Multi-Task Learning. AAAI (2021)
Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation. CoRR (2021)
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses? CoRR (2021)
Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information. AALTD@ECML/PKDD (2021)
Francesco Galati, Maria A. Zuluaga
Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation. CoRR (2021)
Madhu R. Kamble, José Andrés González López, Teresa Grau, Juan M. Espín, Lorenzo Cascioli, Yiqing Huang, Alejandro Gomez-Alanis, Jose Patino, Roberto Font, Antonio M. Peinado, Angel M. Gomez, Nicholas W. D. Evans, Maria A. Zuluaga, Massimiliano Todisco
PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge. Interspeech (2021)
Madhu R. Kamble, José Andrés González López, Teresa Grau, Juan M. Espín, Lorenzo Cascioli, Yiqing Huang, Alejandro Gómez Alanís, Jose Patino, Roberto Font, Antonio M. Peinado, Angel M. Gomez, Nicholas W. D. Evans, Maria A. Zuluaga, Massimiliano Todisco
PANACEA cough sound-based diagnosis of COVID-19 for the DiCOVA 2021 Challenge. CoRR (2021)
Francesco Galati, Maria A. Zuluaga
Using Out-of-Distribution Detection for Model Refinement in Cardiac Image Segmentation. STACOM@MICCAI (2021)
Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Brémond, Maria A. Zuluaga
One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring. CoRR (2021)
Maria A. Zuluaga, Alex F. Mendelson, M. Jorge Cardoso, Andrew Mayall Taylor, Sébastien Ourselin
Multi-Atlas Based Pathological Stratification of d-TGA Congenital Heart Disease. CoRR (2021)
Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Brémond, Maria A. Zuluaga
. EMBC (2021)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
USAD: UnSupervised Anomaly Detection on Multivariate Time Series. KDD (2020)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Jon O. Cleary, Benjamin Sinclair, Ian F. Harrison, Bernard Siow, Karteek Popuri, Sieun Lee, Joanne A. Matsubara, Marinko V. Sarunic, Mirza Faisal Beg, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI. NeuroImage 223 (2020)
Sujoy Chatterjee, Nicolas Pasquier, Simon Nanty, Maria A. Zuluaga
Multi-objective Consensus Clustering Framework for Flight Search Recommendation. CoRR (2020)
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
Maximum Roaming Multi-Task Learning. CoRR (2020)
Maria A. Zuluaga, M. Jorge Cardoso, Sébastien Ourselin
Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI. CoRR (2020)
Rosa Candela, Pietro Michiardi, Maurizio Filippone, Maria A. Zuluaga
Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting. ECML/PKDD (4) (2020)
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees. IEEE Trans. Medical Imaging 38 (1) (2019)
Stefano Moriconi, Rafael Rehwald, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Towards Quantifying Neurovascular Resilience. MLMECH/CVII-STENT@MICCAI (2019)
Stefano Moriconi, Rafael Rehwald, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Towards Quantifying Neurovascular Resilience. CoRR (2019)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Grey matter sublayer thickness estimation in themouse cerebellum. CoRR (2019)
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (7) (2019)
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning. IEEE Trans. Medical Imaging 37 (7) (2018)
Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost, Maria A. Zuluaga
Understanding Customer Choices to Improve Recommendations in the Air Travel Industry. RecTour@RecSys (2018)
David Renaudie, Maria A. Zuluaga, Rodrigo Acuna-Agost
Benchmarking Anomaly Detection Algorithms in an Industrial Context: Dealing with Scarce Labels and Multiple Positive Types. IEEE BigData (2018)
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Elastic Registration of Geodesic Vascular Graphs. CoRR (2018)
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
Elastic Registration of Geodesic Vascular Graphs. MICCAI (1) (2018)
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
VTrails: Inferring Vessels with Geodesic Connectivity Trees. CoRR (2018)
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) (2017)
Rachel Sparks, Gergely Zombori, Roman Rodionov, Mark Nowell, Sjoerd B. Vos, Maria A. Zuluaga, Beate Diehl, Tim Wehner, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sébastien Ourselin
Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment. Int. J. Comput. Assist. Radiol. Surg. 12 (1) (2017)
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning. CoRR (2017)
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation. CoRR (2017)
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
VTrails: Inferring Vessels with Geodesic Connectivity Trees. IPMI (2017)
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation. MICCAI (2) (2016)
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views. Medical Image Anal. 34 (2016)
Maria A. Zuluaga, Benedetta Biffi, Andrew Mayall Taylor, Silvia Schievano, Tom Vercauteren, Sébastien Ourselin
Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients. RAMBO+HVSMR@MICCAI (2016)
Rachel Sparks, Gergely Zombori, Roman Rodionov, Maria A. Zuluaga, Beate Diehl, Tim Wehner, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sébastien Ourselin
Efficient Anatomy Driven Automated Multiple Trajectory Planning for Intracranial Electrode Implantation. MICCAI (1) (2016)
Angélica Maria Atehortúa Labrador, Maria A. Zuluaga, Sébastien Ourselin, Diana Giraldo, Eduardo Romero
Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach. Medical Imaging: Image Processing (2016)
Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, Ismail Ben Ayed, Manuel Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, María J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Güray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sébastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andrés Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan
Right ventricle segmentation from cardiac MRI: A collation study. Medical Image Anal. 19 (1) (2015)
Maria A. Zuluaga, Ninon Burgos, Andrew Mayall Taylor, Sébastien Ourselin
Multi-atlas synthesis for computer assisted diagnosis: Application to cardiovascular diseases. ISBI (2015)
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning. MICCAI (3) (2015)
Catalina Tobon-Gomez, Arjan J. Geers, Jochen Peters, Jürgen Weese, Karen Pinto, Rashed Karim, Mohammed Ammar, Abdelaziz Daoudi, Ján Margeta, Zulma L. Sandoval, Birgit Stender, Yefeng Zheng, Maria A. Zuluaga, Julián Betancur, Nicholas Ayache, Mohammed Amine Chikh, Jean-Louis Dillenseger, B. Michael Kelm, Saïd Mahmoudi, Sébastien Ourselin, Alexander Schlaefer, Tobias Schaeffter, Reza Razavi, Kawal S. Rhode
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets. IEEE Trans. Medical Imaging 34 (7) (2015)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum. MICCAI (3) (2015)
Benedetta Biffi, Maria A. Zuluaga, Sébastien Ourselin, Andrew Mayall Taylor, Silvia Schievano
Papillary Muscle Segmentation from a Multi-atlas Database: A Feasibility Study. STACOM@MICCAI (2015)
Maria A. Zuluaga, Roman Rodionov, Mark Nowell, Sufyan Achhala, Gergely Zombori, Alex F. Mendelson, Manuel Jorge Cardoso, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sébastien Ourselin
Stability, structure and scale: improvements in multi-modal vessel extraction for SEEG trajectory planning. Int. J. Comput. Assist. Radiol. Surg. 10 (8) (2015)
Pei Dong, Sébastien Valette, Maria A. Zuluaga, Galateia J. Kazakia, Françoise Peyrin
Voronoi-based analysis of bone cell network from synchrotron radiation micro-CT images. ISBI (2015)
Maria A. Zuluaga, Ninon Burgos, Alex F. Mendelson, Andrew Mayall Taylor, Sébastien Ourselin
Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries. Medical Image Anal. 26 (1) (2015)
Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton, Sébastien Ourselin
Bolstering Heuristics for Statistical Validation of Prediction Algorithms. PRNI (2015)
Gergely Zombori, Roman Rodionov, Mark Nowell, Maria A. Zuluaga, Matthew J. Clarkson, Caroline Micallef, Beate Diehl, Tim Wehner, A. Miserochi, Andrew W. McEvoy, John S. Duncan, Sébastien Ourselin
A Computer Assisted Planning System for the Placement of sEEG Electrodes in the Treatment of Epilepsy. IPCAI (2014)
Maria A. Zuluaga, Roman Rodionov, Mark Nowell, Sufyan Achhala, Gergely Zombori, Manuel Jorge Cardoso, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sébastien Ourselin
SEEG Trajectory Planning: Combining Stability, Structure and Scale in Vessel Extraction. MICCAI (2) (2014)
Maria A. Zuluaga, Alex F. Mendelson, Manuel Jorge Cardoso, Andrew Mayall Taylor, Sébastien Ourselin
Multi-atlas based pathological stratification of D-TGA congenital heart disease. ISBI (2014)
Alex F. Mendelson, Maria A. Zuluaga, Lennart Thurfjell, Brian F. Hutton, Sébastien Ourselin
The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation. MICCAI (2) (2014)
Maria A. Zuluaga, Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin
Multi-atlas Propagation Whole Heart Segmentation from MRI and CTA Using a Local Normalised Correlation Coefficient Criterion. FIMH (2013)
Pei Dong, Alexandra Pacureanu, Maria A. Zuluaga, Cécile Olivier, Frédérique Frouin, Quentin Grimal, Françoise Peyrin
A new quantitative approach for estimating bone cell connections from nano-CT images. EMBC (2013)
Maria A. Zuluaga, Marcela Hernández Hoyos, Julio C. Dávila, Luis Felipe Uriza, Maciej Orkisz
A Fast Lesion Registration to Assist Coronary Heart Disease Diagnosis in CTA Images. ICCVG (2012)
Maria A. Zuluaga, Isabelle E. Magnin, Marcela Hernández Hoyos, Edgar J. F. Delgado Leyton, Fernando Lozano, Maciej Orkisz
Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines. Int. J. Comput. Assist. Radiol. Surg. 6 (2) (2011)
K. Hameeteman, Maria A. Zuluaga, Moti Freiman, Leo Joskowicz, Olivier Cuisenaire, Leonardo Florez-Valencia, Mehmet Akif Gülsün, Karl Krissian, Julien Mille, Wilbur C. K. Wong, Maciej Orkisz, Hüseyin Tek, Marcela Hernández Hoyos, Fethallah Benmansour, Albert C. S. Chung, Sietske Rozie, M. van Gils, L. van den Borne, Jacob Sosna, Phillip M. Berman, N. Cohen, Philippe Douek, I. Sánchez, M. Aissat, Michiel Schaap, Coert Metz, Gabriel P. Krestin, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Anal. 15 (4) (2011)
Maria A. Zuluaga, Don R. Hush, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images. MICCAI (3) (2011)
Maria A. Zuluaga, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Feature Selection for SVM-Based Vascular Anomaly Detection. MCV (2010)
Maria A. Zuluaga, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Can the Coronary Artery Centerline Extraction in Computed Tomography Images Be Improved by Use of a Partial Volume Model? ICCVG (2) (2010)
Oscar Acosta, Pierrick Bourgeat, Maria A. Zuluaga, Jurgen Fripp, Olivier Salvado, Sébastien Ourselin
Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps. Medical Image Anal. 13 (5) (2009)
Pierrick Bourgeat, Oscar Acosta, Maria A. Zuluaga, Jurgen Fripp, Olivier Salvado, Sébastien Ourselin
Improved cortical thickness measurement from MR images using partial volume estimation. ISBI (2008)
Maria A. Zuluaga, Oscar Acosta, Pierrick Bourgeat, Marcela Hernández Hoyos, Olivier Salvado, Sébastien Ourselin
Cortical thickness measurement from magnetic resonance images using partial volume estimation. Medical Imaging: Image Processing (2008)
Olivier Salvado, Pierrick Bourgeat, Oscar Acosta Tamayo, Maria A. Zuluaga, Sébastien Ourselin
Fuzzy classificationof brain MRI using a priori knowledge: weighted fuzzy C-means. ICCV (2007)