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Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images

M.A. Zuluaga , D. Hush , E. J. F. Delgado Leyton , M. Hernández Hoyos , Maciej Orkisz
Medical Image Computing and Computer Assisted Interventions - MICCAI, 2011, Toronto, Canada. pp.9-16, ⟨10.1007/978-3-642-23626-6_2⟩
Communication dans un congrès hal-01825362v1

Adaptación del algoritmo MARACAS para la segmentación de la bifurcación de la arteria carótida y cuantificación de estenosis en imágenes TAC

M.A. Zuluaga , Maciej Orkisz , E. J. F. Delgado Leyton , V. Doré , A. Morales Pinzón , et al.
Quinto Seminario de Ingeniería Biomédica y Quinto Seminario Internacional de Procesamiento de y Análisis de Imágenes Médicas, 2009, Bogota, Colombia. 5 in electronic proc
Communication dans un congrès hal-01825375v1

Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation

Vien Ngoc Dang , Francesco Galati , Rosa Cortese , Giuseppe Di Giacomo , Viola Marconetto , et al.
Medical Image Analysis, In press
Article dans une revue hal-03220957v1

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part III (CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis)

Anne L Martel , Purang Abolmaesumi , Danail Stoyanov , Diana Mateus , Maria A Zuluaga , et al.
Anne L. Martel; Purang Abolmaesumi; Danail Stoyanov; Diana Mateus; Maria A. Zuluaga; S. Kevin Zhou; Daniel Racoceanu; Leo Joskowicz. Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Oct 2020, Lima, Peru. Lecture Notes in Computer Science, Part III - CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis (12263), 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 Proceedings, 978-3-030-59716-0. ⟨10.1007/978-3-030-59716-0⟩
N°spécial de revue/special issue hal-03144839v1
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Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

Catalina Tobon-Gomez , Arjan J. Geers , Jochen Peters , Jürgen Weese , Karen Pinto , et al.
IEEE Transactions on Medical Imaging, 2015, 34 (7), pp.1460--1473. ⟨10.1109/TMI.2015.2398818⟩
Article dans une revue hal-01260607v1

PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge

Madhu Kamble , Jose Gonzalez-Lopez , Teresa Grau , Juan Espin , Lorenzo Cascioli , et al.
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.906-910, ⟨10.21437/Interspeech.2021-1062⟩
Communication dans un congrès hal-03560821v1
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Telemedicine and Digital Health Applications in Vascular Surgery

Fabien Lareyre , Hava Chaptoukaev , Sharon C Kiang , Arindam Chaudhuri , Christian-Alexander Behrendt , et al.
Journal of Clinical Medicine, 2022, 11 (20), pp.6047. ⟨10.3390/jcm11206047⟩
Article dans une revue hal-03824484v1
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A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation

Francesco Galati , Daniele Falcetta , Rosa Cortese , Barbara Casolla , Ferran Prados , et al.
BMVC 2023, 34th British Machine Vision Conference, Nov 2023, Aberdeen, United Kingdom
Communication dans un congrès hal-04195756v2

Mejoramiento de la segmentación arterial coronaria a traves del modelamiento del volumen parcial en imágenes TAC

M.A. Zuluaga , Maciej Orkisz , M. Hernández Hoyos
Revista colombiana de radiología, 2009, 20 (3), pp.2702-2707
Article dans une revue hal-01825376v1

Can the coronary artery centerline extraction in computed tomography images be improved by use of a partial volume model?

M.A. Zuluaga , E. J. F. Delgado Leyton , M. Hernández Hoyos , Maciej Orkisz
Int Conf Comput Vision Graphics, 2010, Warsaw, Poland. pp.385-392, ⟨10.1007/978-3-642-15907-7⟩
Communication dans un congrès hal-01825370v1
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Binary domain generalization for sparsifying binary neural networks ⋆

Riccardo Schiavone , Francesco Galati , Maria A. Zuluaga
ECML-PKDD 2023, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, Sep 2023, Torino, Italy
Communication dans un congrès hal-04139453v1

Aprendizaje de máquinas basado en árboles aleatorios para la segmentación automática de la arteria carótida en imágenes de TAC

F. A. Gutiérrez , R. A. Corredor Jerez , M. Zuluaga , M. Hernández Hoyos
Seminario de Ingeniería Biomédica \textendash SIB, 2012, Bogotá, Colombia. pp.14-15
Communication dans un congrès hal-01825357v1

Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries

Maria A. Zuluaga , Ninon Burgos , Alex F. Mendelson , Andrew M. Taylor , Sébastien Ourselin
Medical Image Analysis, 2015, 26 (1), pp.185--194. ⟨10.1016/j.media.2015.09.001⟩
Article dans une revue hal-01827215v1

Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps.

Oscar Acosta , Pierrick Bourgeat , Maria A. Zuluaga , Jurgen Fripp , Olivier Salvado , et al.
Medical Image Analysis, 2009, 13 (5), pp.730-43. ⟨10.1016/j.media.2009.07.003⟩
Article dans une revue hal-00911253v1

Coronary centerline tracking in CT images with use of an elastic model and image moments

M. Hernández Hoyos , M.A. Zuluaga , M. Lozano , J.C. Prieto , Philippe Douek , et al.
MICCAI Workshop - Grand Challenge Coronary Artery Tracking, 2008, New York City, USA, Unknown Region. 8 on-line: http://hdl.handle.net/10380/1401
Communication dans un congrès hal-01825380v1
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Methods for automation of vascular lesions detection in computed tomography images

Maria Alejandra Zuluaga Valencia
Human health and pathology. Université Claude Bernard - Lyon I; Universidad de los Andes (Mérida, Venezuela ; 1785-..), 2011. English. ⟨NNT : 2011LYO10010⟩
Thèse tel-00860825v1

Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation

Francesco Galati , Maria A. Zuluaga
11th Biennial Meeting on Functional Imaging and Modeling of the Heart (FIMH-2021), Jun 2021, Virtuel, United States. pp.101-111, ⟨10.1007/978-3-030-78710-3_11⟩
Communication dans un congrès hal-03368114v1
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Multi-task deep learning for glaucoma detection from color fundus images

Lucas Pascal , Oscar Perdomo , Xavier Bost , Benoit Huet , Sebastian Otálora , et al.
SCIENTIFIC REPORTS, 2022, 12 (12361), ⟨10.1038/s41598-022-16262-8⟩
Article dans une revue hal-03590892v1
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StressID: a Multimodal Dataset for Stress Identification

Hava Chaptoukaev , Valeriya Strizhkova , Michele Panariello , Bianca D’alpaos , Aglind Reka , et al.
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, NIST, Dec 2023, New Orleans, United States
Communication dans un congrès hal-04245507v2

Feature selection for SVM-based vascular anomaly detection

M.A. Zuluaga , E. J. F. Delgado Leyton , M. Hernández Hoyos , Maciej Orkisz
MICCAI Workshop on Medical Computer Vision, 2010, Beijing, China. pp.141-152, ⟨10.1007/978-3-642-18421-5⟩
Communication dans un congrès hal-01825366v1

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part VII (brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography)

Anne L Martel , Purang Abolmaesumi , Danail Stoyanov , Diana Mateus , Maria A Zuluaga , et al.
Anne L. Martel; Purang Abolmaesumi; Danail Stoyanov; Diana Mateus; Maria A. Zuluaga; S. Kevin Zhou; Daniel Racoceanu; Leo Joskowicz. Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Oct 2020, Lima, Peru. Lecture Notes in Computer Science, Part VII - brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography (12267), pp.XXXVII, 817, 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 Proceedings, 978-3-030-59728-3
N°spécial de revue/special issue hal-03144845v1
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Right Ventricle Segmentation From Cardiac MRI: A Collation Study

Caroline Petitjean , Maria A. Zuluaga , Wenjia Bai , Jean-Nicolas Dacher , Damien Grosgeorge , et al.
Medical Image Analysis, 2014, 19 (1), pp.43. ⟨10.1016/j.media.2014.10.004⟩
Article dans une revue hal-01081337v1

Multi-objective Consensus Clustering Framework for Flight Search Recommendation Extended

Sujoy Chatterjee , Nicolas Pasquier , Simon Nanty , Maria A Zuluaga
Arxiv, 2020
Article dans une revue hal-02540834v1
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Maximum Roaming Multi-Task Learning

Lucas Pascal , Pietro Michiardi , Xavier Bost , Benoit Huet , Maria A Zuluaga
35th AAAI Conference on Artificial Intelligence, Feb 2021, Virtuel, United States. pp.9331-9341
Communication dans un congrès hal-03044386v1

Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams

Yue Lu , Renjie Wu , Abdullah Mueen , Maria A. Zuluaga , Eamonn Keogh
KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug 2022, Washington DC, United States. pp.1173-1182, ⟨10.1145/3534678.3539271⟩
Communication dans un congrès hal-03763007v1

Adaptations of MARACAS algorithm to the segmentation of the carotid bifurcation and stenosis quantification in CTA images

M.A. Zuluaga , Maciej Orkisz , E. J. F. Delgado Leyton , V. Doré , A. Morales Pinzón , et al.
MICCAI Workshop - 3D Segmentation in the Clinic: A Grand Challenge III, 2009, London, GB, Unknown Region. pp.7 on-line
Communication dans un congrès hal-01825374v1
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Evaluation of partial volume effects in computer tomography for the improvement of coronary artery segmentation

M.A. Zuluaga , M. Hernández Hoyos , Maciej Orkisz
23rd Computer Assisted Radiology and Surgery International Congress and Exhibition (CARS 2009), Jun 2009, Berlin, Germany. pp.S40-1
Communication dans un congrès hal-01825373v1

Adaptación del algoritmo MARACAS para la segmentación de la bifurcación de la arteria carótida y cuantificación de estenosis en imágenes TAC

M.A. Zuluaga , Maciej Orkisz , E. J. F. Delgado Leyton , V. Doré , A. Morales Pinzón , et al.
Actas Biol Colombianas, 2010, 15 (3), pp.195 - 210
Article dans une revue hal-01825369v1

Automatic detection of abnormal vascular cross-sections based on Density Level Detection and Support Vector Machines

M.A. Zuluaga , I.E. Magnin , M. Hernández Hoyos , E. J. F. Delgado Leyton , F. Lozano , et al.
International Journal of Computer Assisted Radiology and Surgery, 2011, 6 (2), pp.163-174. ⟨10.1007/s11548-010-0494-8⟩
Article dans une revue istex hal-01825360v1
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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 , et al.
IEEE Transactions on Biomedical Engineering, 2017, pp.1 - 13. ⟨10.1109/TBME.2017.2655364⟩
Article dans une revue hal-01421202v2