Diana Mateus

129 papers A* 6A 3B 2Journal 45Unranked 59
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing breast cancer screening: Unveiling explainable cross-view contributions in dual-view mammography with Sparse Bipartite Graphs Attention Networks.
Comput. Medical Imaging Graph.
Guillaume Pelluet, Mira Rizkallah, Mickael Tardy, Diana Mateus
2025 — conf
Implicit Neural Representations for End-to-End PET Reconstruction.
ISBI
Younes Moussaoui, Diana Mateus, Nasrin Taheri, Saïd Moussaoui, Thomas Carlier, Simon Stute
2025 — conf
Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation.
ShapeMI@MICCAI
Mathilde Monvoisin, Louise Piecuch, Blanche Texier, Cédric Hémon, Anaïs Barateau, Jeremie Huet, Antoine Nordez, Anne-Sophie Boureau, Jean-Claude Nunes, Diana Mateus
2025 J jnl
Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation.
CoRR
Mathilde Monvoisin, Louise Piecuch, Blanche Texier, Cédric Hémon, Anaïs Barateau, Jeremie Huet, Antoine Nordez, Anne-Sophie Boureau, Jean-Claude Nunes, Diana Mateus
2025 J jnl
Implicit neural representations for end-to-end PET reconstruction.
CoRR
Younes Moussaoui, Diana Mateus, Nasrin Taheri, Saïd Moussaoui, Thomas Carlier, Simon Stute
2025 J jnl
PET-based lesion graphs meet clinical data: An interpretable cross-attention framework for DLBCL treatment response prediction.
Comput. Medical Imaging Graph.
Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus
2025 — conf
Population-Graph Post-hoc Correction of Survival Predictions for Improved Risk Stratification.
GRAIL/RIME@MICCAI
Oriane Thiery, Mira Rizkallah, Hakima Laribi, Martin Vallières, Thomas Carlier, Diana Mateus
2025 — conf
UltraNBA Neural Bundle Adjustment for Pose Refinement in 3D Freehand Ultrasound.
ICCVW
Vahit Bugra Yesilkaynak, Vanessa Gonzalez Duque, Magdalena Wysocki, Mohammad Farid Azampour, Nassir Navab, Diana Mateus
2025 — conf
Ultrasound Nerve Segmentation with Deep Learning for Leprosy.
ISBI
Jonas R. Jostan, Laura M. Rodriguez, Diego Zarate Bernal, Juan O. Berdugo, Vicente Aljure, Fernando Lopez, Jahayra R. Lopez, Nassir Navab, Diana Mateus, Vanessa Gonzalez Duque
2025 — conf
Unsupervised Anomaly Detection on Implicit Shape Representations for Sarcopenia Detection.
ISBI
Louise Piecuch, Jeremie Huet, Antoine Frouin, Antoine Nordez, Anne-Sophie Boureau, Diana Mateus
2025 J jnl
Unsupervised Anomaly Detection on Implicit Shape representations for Sarcopenia Detection.
CoRR
Louise Piecuch, Jeremie Huet, Antoine Frouin, Antoine Nordez, Anne-Sophie Boureau, Diana Mateus
2024 J jnl
Compact Implicit Neural Representations for Plane Wave Images.
CoRR
Mathilde Monvoisin, Yuxin Zhang, Diana Mateus
2024 — ed.
Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France.
MIDL
Ninon Burgos, Caroline Petitjean, Maria Vakalopoulou, Stergios Christodoulidis, Pierrick Coupé, Hervé Delingette, Carole Lartizien, Diana Mateus
2024 — conf
Preface for International Conference on Medical Imaging with Deep Learning 2024.
MIDL
Ninon Burgos, Caroline Petitjean, Maria Vakalopoulou, Stergios Christodoulidis, Pierrick Coupé, Hervé Delingette, Carole Lartizien, Diana Mateus
2024 — conf
Residual Neural Networks for the Prediction of the Regularization Parameters in PET Reconstruction.
EMBC
Younes Moussaoui, Diana Mateus, Saïd Moussaoui, Thomas Carlier, Simon Stute
2024 — conf
Ultrasound Confidence Maps with Neural Implicit Representation.
MIUA (2)
Vahit Bugra Yesilkaynak, Vanessa Gonzalez Duque, Magdalena Wysocki, Yordanka Velikova, Diana Mateus, Nassir Navab
2024 J jnl
Ultrasound Image Enhancement with the Variance of Diffusion Models.
CoRR
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2024 — conf
Ultrasound Imaging Based on the Variance of a Diffusion Restoration Model.
EUSIPCO
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2024 J jnl
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model.
CoRR
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2024 J jnl
Ultrasound segmentation analysis via distinct and completed anatomical borders.
Int. J. Comput. Assist. Radiol. Surg.
Vanessa Gonzalez Duque, Alexandra Marquardt, Yordanka Velikova, Lilian Lacourpaille, Antoine Nordez, Marion Crouzier, Hong Joo Lee, Diana Mateus, Nassir Navab
2023 — conf
Can Ultrasound Confidence Maps Predict Sonographers' Labeling Variability?
ASMUS@MICCAI
Vanessa Gonzalez Duque, Leonhard Zirus, Yordanka Velikova, Nassir Navab, Diana Mateus
2023 J jnl
Can ultrasound confidence maps predict sonographers' labeling variability?
CoRR
Vanessa Gonzalez Duque, Leonhard Zirus, Yordanka Velikova, Nassir Navab, Diana Mateus
2023 J jnl
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty.
CoRR
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2023 — conf
Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus
2023 J jnl
Graph-based multimodal multi-lesion DLBCL treatment response prediction from PET images.
CoRR
Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus
2023 — conf
Lesion Graph Neural Networks for 2-Year Progression Free Survival Classification of Diffuse Large B-Cell Lymphoma Patients.
ISBI
Aswathi Aswathi, Mira Rizkallah, Gauthier Frecon, Clément Bailly, Caroline Bodet-Milin, Olivier Casasnovas, Steven Le Gouill, Françoise Kraeber-Bodéré, Thomas Carlier, Diana Mateus
2023 J jnl
Memory-aware curriculum federated learning for breast cancer classification.
Comput. Methods Programs Biomed.
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2023 — conf
Muscle Volume Quantification: Guiding Transformers with Anatomical Priors.
ShapeMI@MICCAI
Louise Piecuch, Vanessa Gonzales Duque, Aurélie Sarcher, Enzo Hollville, Antoine Nordez, Giuseppe Rabita, Gaël Guilhem, Diana Mateus
2023 J jnl
Muscle volume quantification: guiding transformers with anatomical priors.
CoRR
Louise Piecuch, Vanessa Gonzalez Duque, Aurélie Sarcher, Enzo Hollville, Antoine Nordez, Giuseppe Rabita, Gaël Guilhem, Diana Mateus
2023 — conf
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models.
DGM4MICCAI
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2023 J jnl
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models.
CoRR
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
2022 J jnl
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty.
Medical Image Anal.
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2022 — conf
Multi-scale Graph Neural Networks for Mammography Classification and Abnormality Detection.
MIUA
Guillaume Pelluet, Mira Rizkallah, Mickael Tardy, Oscar Acosta, Diana Mateus
2021 J jnl
3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching.
CoRR
Avinash Sharma, Radu Horaud, Diana Mateus
2021 J jnl
Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images.
CoRR
Constance Fourcade, Ludovic Ferrer, Noémie Moreau, Gianmarco Santini, Aishlinn Brennan, Caroline Rousseau, Marie Lacombe, Vincent Fleury, Mathilde Colombié, Pascal Jézéquel, Mario Campone, Mathieu Rubeaux, Diana Mateus
2021 J jnl
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound.
IEEE Trans. Medical Imaging
Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
2021 J jnl
IJCARS: MICCAI 2020 special issue.
Int. J. Comput. Assist. Radiol. Surg.
Anne L. Martel, Danail Stoyanov, Diana Mateus, Leo Joskowicz, Purang Abolmaesumi
2021 J jnl
Looking for Abnormalities in Mammograms With Self- and Weakly Supervised Reconstruction.
IEEE Trans. Medical Imaging
Mickael Tardy, Diana Mateus
2021 B conf
Low-count PET image reconstruction with Bayesian inference over a Deep Prior.
Image Processing
Hernan Carrillo, Maël Millardet, Thomas Carlier, Diana Mateus
2021 J jnl
Memory-aware curriculum federated learning for breast cancer classification.
CoRR
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2021 — conf
OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation.
MICCAI (3)
Dawood Al Chanti, Diana Mateus
2021 J jnl
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation.
CoRR
Dawood Al Chanti, Diana Mateus
2021 — conf
Trainable Summarization to Improve Breast Tomosynthesis Classification.
MICCAI (7)
Mickael Tardy, Diana Mateus
2021 — conf
Unsupervised Multimodal Supervoxel Merging Towards Brain Tumor Segmentation.
BrainLes@MICCAI (1)
Guillaume Pelluet, Mira Rizkallah, Oscar Acosta, Diana Mateus
2020 J jnl
Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration.
CoRR
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer
2020 — conf
Combining Superpixels and Deep Learning Approaches to Segment Active Organs in Metastatic Breast Cancer PET Images
EMBC
Constance Fourcade, Ludovic Ferrer, Gianmarco Santini, Noémie Moreau, Caroline Rousseau, Marie Lacombe, Camille Guillerminet, Mathilde Colombié, Mario Campone, Diana Mateus, Mathieu Rubeaux
2020 — conf
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 J jnl
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty.
CoRR
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020 J jnl
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscles Segmentation and Propagation in 3-D Freehand Ultrasound.
CoRR
Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
2020 — ed.
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 — conf
Learned Deep Radiomics for Survival Analysis with Attention.
PRIME@MICCAI
Ludivine Morvan, Cristina Nanni, Anne-Victoire Michaud, Bastien Jamet, Clément Bailly, Caroline Bodet-Milin, Stephane Chauvie, Cyrille Touzeau, Philippe Moreau, Elena Zamagni, Françoise Kraeber-Bodéré, Thomas Carlier, Diana Mateus
2020 J jnl
Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis.
Int. J. Comput. Assist. Radiol. Surg.
Ludivine Morvan, Thomas Carlier, Bastien Jamet, Clément Bailly, Caroline Bodet-Milin, Philippe Moreau, Françoise Kraeber-Bodéré, Diana Mateus
2020 J jnl
Lightweight U-Net for High-Resolution Breast Imaging.
CoRR
Mickael Tardy, Diana Mateus
2020 J jnl
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to
IEEE Trans. Medical Imaging
Maël Millardet, Saïd Moussaoui, Diana Mateus, Jérôme Idier, Thomas Carlier
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I
MICCAI (1)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part II
MICCAI (2)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III
MICCAI (3)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part IV
MICCAI (4)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part V
MICCAI (5)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VI
MICCAI (6)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII
MICCAI (7)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 J jnl
Medical-based Deep Curriculum Learning for Improved Fracture Classification.
CoRR
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020 J jnl
Precise proximal femur fracture classification for interactive training and surgical planning.
Int. J. Comput. Assist. Radiol. Surg.
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Sonja Kirchhoff, Diana Mateus
2020 — conf
Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation.
MICCAI (1)
Vanessa Gonzalez Duque, Dawood Al Chanti, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
2020 — conf
Using Elastix to Register Inhale/Exhale Intrasubject Thorax CT: A Unsupervised Baseline to the Task 2 of the Learn2Reg Challenge.
MICCAI (Challenges)
Constance Fourcade, Mathieu Rubeaux, Diana Mateus
2019 — conf
Breast Density Quantification Using Weakly Annotated Dataset.
ISBI
Mickael Tardy, Bruno Scheffer, Diana Mateus
2019 — ed.
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings
LABELS/HAL-MICCAI/CuRIOUS@MICCAI
Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen
2019 — conf
Medical-based Deep Curriculum Learning for Improved Fracture Classification.
MICCAI (6)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2019 J jnl
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification.
CoRR
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus, Sonja Kirchhoff
2019 — conf
Uncertainty Measurements for the Reliable Classification of Mammograms.
MICCAI (6)
Mickael Tardy, Bruno Scheffer, Diana Mateus
2018 — conf
Capsule Networks Against Medical Imaging Data Challenges.
CVII-STENT/LABELS@MICCAI
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
2018 J jnl
Capsule Networks against Medical Imaging Data Challenges.
CoRR
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
2018 — conf
Human Pose Estimation from Pressure Sensor Data.
Bildverarbeitung für die Medizin
Leslie Casas, Chris Mürwald, Felix Achilles, Diana Mateus, Dietrich Huber, Nassir Navab, Stefanie Demirci
2018 — ed.
Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
CVII-STENT/LABELS@MICCAI
Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman, Anne L. Martel, Lena Maier-Hein, Luc Duong, Guillaume Zahnd, Stefanie Demirci, Shadi Albarqouni, Su-Lin Lee, Stefano Moriconi, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Eric Granger, Pierre Jannin
2018 J jnl
Redefining Ultrasound Compounding: Computational Sonography.
CoRR
Rüdiger Göbl, Diana Mateus, Christoph Hennersperger, Maximilian Baust, Nassir Navab
2018 J jnl
Weakly-Supervised Localization and Classification of Proximal Femur Fractures.
CoRR
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Sonja Kirchhoff, Alexandra Sträter, Peter Biberthaler, Diana Mateus, Nassir Navab
2017 J jnl
Assisting the examination of large histopathological slides with adaptive forests.
Medical Image Anal.
Loïc Peter, Diana Mateus, Pierre Chatelain, Denis Declara, Noemi Schworm, Stefan Stangl, Gabriele Multhoff, Nassir Navab
2017 — conf
Automatic Classification of Proximal Femur Fractures Based on Attention Models.
MLMI@MICCAI
Anees Kazi, Shadi Albarqouni, Amelia Jiménez-Sánchez, Sonja Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus
2017 — conf
Computer assisted optical biopsy for colorectal polyps.
Computer-Aided Diagnosis
Fernando J. Navarro-Avila, Yadira Saint-Hill-Febles, Janis Renner, Peter Klare, Stefan von Delius, Nassir Navab, Diana Mateus
2017 J jnl
Guiding multimodal registration with learned optimization updates.
Medical Image Anal.
Benjamín Gutiérrez-Becker, Diana Mateus, Loïc Peter, Nassir Navab
2017 — ed.
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings
CVII-STENT/LABELS@MICCAI
M. Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo Carneiro
2016 — conf
A Deep Metric for Multimodal Registration.
MICCAI (3)
Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis
2016 J jnl
A Deep Metric for Multimodal Registration.
CoRR
Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis
2016 — ed.
Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
LABELS/DLMIA@MICCAI
Gustavo Carneiro, Diana Mateus, Loïc Peter, Andrew P. Bradley, João Manuel R. S. Tavares, Vasileios Belagiannis, João Paulo Papa, Jacinto C. Nascimento, Marco Loog, Zhi Lu, Jaime S. Cardoso, Julien Cornebise
2016 — conf
Learning Optimization Updates for Multimodal Registration.
MICCAI (3)
Benjamín Gutiérrez-Becker, Diana Mateus, Loïc Peter, Nassir Navab
2015 — conf
Automatic Guide-Wire Detection for Neurointerventions Using Low-Rank Sparse Matrix Decomposition and Denoising.
AE-CAI
Markus Zweng, Pascal Fallavollita, Stefanie Demirci, Markus Kowarschik, Nassir Navab, Diana Mateus
2015 — conf
Computational Sonography.
MICCAI (2)
Christoph Hennersperger, Maximilian Baust, Diana Mateus, Nassir Navab
2015 J jnl
Online tracking of interventional devices for endovascular aortic repair.
Int. J. Comput. Assist. Radiol. Surg.
Daniele Volpi, Mhd Hasan Sarhan, Reza Ghotbi, Nassir Navab, Diana Mateus, Stefanie Demirci
2015 J jnl
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies.
Int. J. Comput. Vis.
Fabio Cuzzolin, Diana Mateus, Radu Horaud
2015 — conf
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme.
MICCAI (1)
Loïc Peter, Olivier Pauly, Pierre Chatelain, Diana Mateus, Nassir Navab
2014 — conf
A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data.
MICCAI (2)
Christoph Hennersperger, Diana Mateus, Maximilian Baust, Nassir Navab
2014 — conf
A sparse approach to build shape models with routine clinical data.
ISBI
Benjamín Gutiérrez, Diana Mateus, Ehab Shiban, Bernhard Meyer, Jens Lehmberg, Nassir Navab
2014 — conf
Leveraging Random Forests for Interactive Exploration of Large Histological Images.
MICCAI (1)
Loïc Peter, Diana Mateus, Pierre Chatelain, Noemi Schworm, Stefan Stangl, Gabriele Multhoff, Nassir Navab
2014 J jnl
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies.
CoRR
Fabio Cuzzolin, Diana Mateus, Radu Horaud
2014 J jnl
Stereo Time-of-Flight with Constructive Interference.
IEEE Trans. Pattern Anal. Mach. Intell.
Victor Castañeda, Diana Mateus, Nassir Navab
2014 — conf
Ultrasound interactive segmentation with tensor-graph methods.
ISBI
Nicola Rieke, Christoph Hennersperger, Diana Mateus, Nassir Navab
2012 — conf
Detection and identification of macromolecular complexes in cryo-electron tomograms using support vector machines.
ISBI
Yuxiang Chen, Thomas Hrabe, Stefan Pfeffer, Olivier Pauly, Diana Mateus, Nassir Navab, Friedrich Förster
2012 J jnl
Endoscopic Video Manifolds for Targeted Optical Biopsy.
IEEE Trans. Medical Imaging
Selen Atasoy, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
2012 J jnl
Human skeleton tracking from depth data using geodesic distances and optical flow.
Image Vis. Comput.
Loren Arthur Schwarz, Artashes Mkhitaryan, Diana Mateus, Nassir Navab
2012 J jnl
Recognizing multiple human activities and tracking full-body pose in unconstrained environments.
Pattern Recognit.
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
2011 — conf
Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition.
MCBR-CDS
Olivier Pauly, Diana Mateus, Nassir Navab
2011 — conf
Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images.
MCBR-CDS
Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab, Rüdiger Hein, Mahzad Ziai
2011 B conf
Estimating human 3D pose from Time-of-Flight images based on geodesic distances and optical flow.
FG
Loren Arthur Schwarz, Artashes Mkhitaryan, Diana Mateus, Nassir Navab
2011 — conf
Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences.
MICCAI (3)
Olivier Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez-Möller, Stephan G. Nekolla, Nassir Navab
2011 — conf
Manifold learning for dimensionality reduction and clustering of skin spectroscopy data.
Computer-Aided Diagnosis
Asad Safi, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab
2011 A conf
SLAM combining ToF and high-resolution cameras.
WACV
Victor Castañeda, Diana Mateus, Nassir Navab
2011 — conf
STARS: A new ensemble partitioning approach.
ICCV Workshops
Olivier Pauly, Diana Mateus, Nassir Navab
2011 A* conf
Stereo time-of-flight.
ICCV
Victor Castañeda, Diana Mateus, Nassir Navab
2011 — conf
Targeted Optical Biopsies for Surveillance Endoscopies.
MICCAI (3)
Selen Atasoy, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
2011 A conf
Tracking planes with Time of Flight cameras and J-linkage.
WACV
Loren Arthur Schwarz, Diana Mateus, Joé Lallemand, Nassir Navab
2010 — conf
Endoscopic Video Manifolds.
MICCAI (2)
Selen Atasoy, Diana Mateus, Joé Lallemand, Alexander Meining, Guang-Zhong Yang, Nassir Navab
2010 — conf
ImageCLEF 2010 Working Notes on the Modality Classification Subtask.
CLEF (Notebook Papers/LABs/Workshops)
Olivier Pauly, Diana Mateus, Nassir Navab
2010 A conf
Manifold Learning for ToF-based Human Body Tracking and Activity Recognition.
BMVC
Loren Arthur Schwarz, Diana Mateus, Victor Castañeda, Nassir Navab
2010 — conf
Manifold learning for patient position detection in MRI.
ISBI
Christian Wachinger, Diana Mateus, Andreas Keil, Nassir Navab
2010 — conf
Multiple-Activity Human Body Tracking in Unconstrained Environments.
AMDO
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
2010 — conf
SHREC'10 Track: Correspondence Finding.
3DOR@Eurographics
Alexander M. Bronstein, Michael M. Bronstein, Umberto Castellani, Anastasia Dubrovina, Leonidas J. Guibas, Radu Horaud, Ron Kimmel, David Knossow, Etienne von Lavante, Diana Mateus, Maks Ovsjanikov, Avinash Sharma
2010 — conf
Wave Interference for Pattern Description.
ACCV (2)
Selen Atasoy, Diana Mateus, Andreas Georgiou, Nassir Navab, Guang-Zhong Yang
2009 — conf
Discriminative Human Full-Body Pose Estimation from Wearable Inertial Sensor Data.
3DPH
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
2009 — conf
Inexact Matching of Large and Sparse Graphs Using Laplacian Eigenvectors.
GbRPR
David Knossow, Avinash Sharma, Diana Mateus, Radu Horaud
2009 — —
Méthodes Spectrales pour la Modélisation d'Objets Articulés à Partir de Vidéos Multiples. (Spectral Tools for Unsupervised Modeling of Articulated Objects from Multiple-view Videos).
Diana Mateus
2009 — conf
Probabilistic Region Matching in Narrow-Band Endoscopy for Targeted Optical Biopsy.
MICCAI (1)
Selen Atasoy, Ben Glocker, Stamatia Giannarou, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
2009 — conf
Workflow monitoring based on 3D motion features.
ICCV Workshops
Nicolas Padoy, Diana Mateus, Daniel Weinland, Marie-Odile Berger, Nassir Navab
2008 A* conf
Articulated shape matching using Laplacian eigenfunctions and unsupervised point registration.
CVPR
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer
2008 A* conf
Coherent Laplacian 3-D protrusion segmentation.
CVPR
Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, Radu Horaud
2007 A* conf
Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment.
ICCV
Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer
2007 A* conf
Articulated Shape Matching by Robust Alignment of Embedded Representations.
ICCV
Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer
2007 — conf
Robust Spectral 3D-Bodypart Segmentation Along Time.
Workshop on Human Motion
Fabio Cuzzolin, Diana Mateus, Edmond Boyer, Radu Horaud
2006 — conf
Multi-Camera Scene Flow by Tracking 3-D Points and Surfels.
CVPR (2)
Frederic Devernay, Diana Mateus, Matthieu Guilbert
2005 A* conf
Robot Visual Navigation in Semi-structured Outdoor Environments.
ICRA
Diana Mateus, Juan Gabriel Aviña-Cervantes, Michel Devy