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Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme

Loic Peter , Olivier Pauly , Pierre Chatelain , Diana Mateus , Nassir Navab
Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, Oct 2015, Munich, Germany
Communication dans un congrès hal-01241978v1

The Limitations of Deep Learning: A Focus on Survival Analysis with PET Images.

Ludivine Morvan , Thomas Carlier , Diana Mateus
4th Nuclear Technologies for Health Symposium (NTHS 2020), Feb 2020, Nantes, France
Communication dans un congrès hal-02569261v1
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Spatio-temporal Consistency and Negative Label Transfer for 3D freehand US Segmentation

Vanessa Gonzalez Duque , Dawood Al Chanti , Marion Crouzier , Antoine Nordez , Lilian Lacourpaille , et al.
the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention,, Oct 2020, Lima, Peru. ⟨10.1007/978-3-030-59710-8_69⟩
Communication dans un congrès hal-02734902v1
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OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation

Dawood Al Chanti , Diana Mateus
the 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg (virtuel), France
Communication dans un congrès hal-03261428v1

Lightweight U-Net for high-resolution breast imaging

Mickael Tardy , Diana Mateus
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States
Communication dans un congrès hal-02565347v1

Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning

Amelia Jiménez-Sánchez , Anees Kazi , Shadi Albarqouni , Chlodwig Kirchhoff , Peter Biberthaler , et al.
International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), Jun 2020, Munich, Germany
Communication dans un congrès hal-02564707v1
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Workflow Monitoring based on 3D Motion Features

Nicolas Padoy , Diana Mateus , Daniel Weinland , Marie-Odile Berger , Nassir Navab
Workshop on Video-Oriented Object and Event Classification in Conjunction with ICCV 2009, Sep 2009, Kyoto, Japan. pp.585-592, ⟨10.1109/ICCVW.2009.5457648⟩
Communication dans un congrès inria-00429355v1

Online tracking of interventional devices for endovascular aortic repair

Daniele Volpi , Mhd Sarhan , Reza Ghotbi , Nassir Navab , Diana Mateus , et al.
International Journal of Computer Assisted Radiology and Surgery, 2015, 10 (6), pp.773 - 781. ⟨10.1007/s11548-015-1217-y⟩
Article dans une revue hal-01695949v1

Recognizing multiple human activities and tracking full-body pose in unconstrained environments

Diana Mateus , Loren Arthur Schwarz , Nassir Navab
Pattern Recognition, 2012, 45 (1), pp.11 - 23. ⟨10.1016/j.patcog.2011.06.015⟩
Article dans une revue istex hal-01690285v1

Nested ADMM for PET reconstruction with two constraints: Deep Image Prior and non-negativity in projection space

Alexandre Merasli , Tie Liu , Thomas Carlier , Diana Mateus , Maël Millardet , et al.
Medical Imaging Conference (MIC), 2022
Proceedings/Recueil des communications hal-03930288v1

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

Learning Optimization Updates for Multimodal Registration

Benjamín Gutiérrez-Becker , Diana Mateus , Loic Loic Peter , Nassir Navab
International Conference on Medical Image Computing and Computer Aided Interventions (MICCAI), Oct 2016, Athenes, Greece
Communication dans un congrès hal-01695963v1

Anatomy Detection and Localization in 3D Medical Images

A Criminisi , D Robertson , O Pauly , B Glocker , E Konukoglu , et al.
Decision Forests for Computer Vision and Medical Image Analysis, Springer, 2013, 978-1-4471-4929-3
Chapitre d'ouvrage hal-01693184v1

Probabilistic region matching in narrow-band endoscopy for targeted optical biopsy.

Selen Atasoy , Ben Glocker , Stamatia Giannarou , Diana Mateus , Alexander Meining , et al.
International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2009, Londres, United Kingdom. pp.499-506
Communication dans un congrès hal-01689590v1

Ultrasound Fetal Brain Registration Using Weighted Coherent Point Drift

J L Perez-Gonzalez , Fernando Arámbula Cosío , Mario Guzman , Lisbeth Camargo , Benjamin Gutierrez , et al.
International Symposium on Medical Information Processing and Analysis, Dec 2016, Tandil, Argentina
Communication dans un congrès hal-01695979v1
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Deformable image registration with deep network priors: a study on longitudinal PET images

Constance Fourcade , Ludovic Ferrer , Noémie Moreau , Gianmarco Santini , Aislinn Brennan , et al.
Physics in Medicine and Biology, 2022, 67 (15), pp.155011. ⟨10.1088/1361-6560/ac7e17⟩
Article dans une revue hal-03584128v2
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Active Organs Segmentation in Metastatic Breast Cancer Images combining Superpixels and Deep Learning Methods

Constance Fourcade , Gianmarco Santini , Ludovic Ferrer , Caroline Rousseau , Mathilde Colombié , et al.
NTHS - Nuclear Technology for Health Symposium, Feb 2020, Nantes, France
Communication dans un congrès hal-02565107v1
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Combining Superpixels and Deep Learning Approaches to Segment Active Organs in Metastatic Breast Cancer PET Images *

Constance Fourcade , Ludovic Ferrer , Gianmarco Santini , Noémie Moreau , Caroline Rousseau , et al.
EMBC - Engineering in Medecine and Biology Conference, Jul 2020, Montréal, Canada
Communication dans un congrès hal-02565092v1
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Learned Deep Radiomics for Survival Analysis with Attention

Ludivine Morvan , Cristina Nanni , Anne-Victoire Michaud , Bastien Jamet , Clément Bailly , et al.
Predictive Intelligence in Medicine (PRIME) 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, pp.35-45, 2020, ⟨10.1007/978-3-030-59354-4_4⟩
Chapitre d'ouvrage hal-03266299v1

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
Image document

Multi-Camera Scene Flow by Tracking 3-D Points and Surfels

Frédéric Devernay , Diana Mateus , Matthieu Guilbert
International Conference on Computer Vision and Pattern Recognition, 2006, New York, United States. pp.2203- 2212, ⟨10.1109/CVPR.2006.194⟩
Communication dans un congrès inria-00262285v1

Multiple-Activity Human Body Tracking in Unconstrained Environments

Loren Arthur Schwarz , Diana Mateus , Nassir Navab
Articulated Motion and Deformable Objects, 6th International Conference, AMDO 2010, Jul 2010, Port d'Andratx, Spain
Communication dans un congrès hal-01690293v1

Endoscopic video manifolds.

Selen Atasoy , Diana Mateus , Joe Lallemand , Alexander Meining , Guang-Zhong Yang , et al.
International Conference in Medical Imaging and Computer Aided Interventions (MICCAI), Sep 2010, Beijing, China. pp.437-45
Communication dans un congrès hal-01690318v1

Computational Sonography

Christoph Hennersperger , Maximilian Baust , Diana Mateus , Nassir Navab
International Conference on Medical Image Computing and Computer Aided Interventions (MICCAI), Oct 2015, Munich, Germany
Communication dans un congrès hal-01695952v1

Automatic guide-wire detection for neurointerventions using low-rank sparse matrix decomposition and denoising

Markus Zweng , Pascal Fallavolita , Stefanie Demirci , Markus Kowarschik , Nassir Navab , et al.
AE-CAI Workshop at the International Conference on Medical Image Computing and Computer Aided Interventions, Oct 2015, Munich, Germany
Communication dans un congrès hal-01695947v1

Fast multiple organ detection and localization in whole-body MR dixon sequences.

Olivier Pauly , Ben Glocker , Antonio Criminisi , Diana Mateus , Axel Martinez Möller , et al.
International Conference on Medical Image Computing and Computer Aided Interventions (MICCAI), Sep 2011, Toronto, Canada. pp.239-47
Communication dans un congrès hal-01690326v1

A quadratic energy minimization framework for signal loss estimation from arbitrarily sampled ultrasound data.

Christoph Hennersperger , Diana Mateus , Maximilian Baust , Nassir Navab
International Conference on Medical Image Computing and Computer Aided Interventions (MICCAI), Sep 2014, Boston, United States. pp.373-80
Communication dans un congrès hal-01694235v1
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A Deep Metric for Multimodal Registration

Martin Simonovsky , Benjamín Gutiérrez-Becker , Diana Mateus , Nassir Navab , Nikos Komodakis
19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016), Oct 2016, Athènes, Greece. pp.10-18, ⟨10.1007/978-3-319-46726-9_2⟩
Communication dans un congrès hal-01576914v1
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Leveraging Random Forests for Interactive Exploration of Large Histological Images

Loic Peter , Diana Mateus , Pierre Chatelain , Noemi Schworn , Stefan Stangl , et al.
Int. Conf. on Medical Image Computing and Computer Assisted Intervention, MICCAI 2014, Sep 2014, Boston, United States
Communication dans un congrès hal-01056993v1
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Lesion graph neural networks for 2-year progression free survival classification of Diffuse Large B-Cell Lymphoma patients

Aswathi Aswathi , Mira Rizkallah , Gauthier Frecon , Clément Bailly , Caroline M Bodet-Milin , et al.
International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès hal-03975221v1