Diana Mateus

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 61

Top Venues

CoRR

Int. J. Comput. Assist. Radiol. Surg.

ISBI

Medical Image Anal.

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Vahit Bugra Yesilkaynak, Vanessa Gonzalez Duque, Magdalena Wysocki, Yordanka Velikova, Diana Mateus, Nassir Navab
Ultrasound Confidence Maps with Neural Implicit Representation. MIUA (2) (2024)
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model. CoRR (2024)
Vanessa Gonzalez Duque, Alexandra Marquardt, Yordanka Velikova, Lilian Lacourpaille, Antoine Nordez, Marion Crouzier, Hong Joo Lee, Diana Mateus, Nassir Navab
Ultrasound segmentation analysis via distinct and completed anatomical borders. Int. J. Comput. Assist. Radiol. Surg. 19 (7) (2024)
Louise Piecuch, Vanessa Gonzales Duque, Aurélie Sarcher, Enzo Hollville, Antoine Nordez, Giuseppe Rabita, Gaël Guilhem, Diana Mateus
Muscle Volume Quantification: Guiding Transformers with Anatomical Priors. ShapeMI@MICCAI (2023)
Vanessa Gonzalez Duque, Leonhard Zirus, Yordanka Velikova, Nassir Navab, Diana Mateus
Can ultrasound confidence maps predict sonographers' labeling variability? CoRR (2023)
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models. DGM4MICCAI (2023)
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models. CoRR (2023)
Aswathi Aswathi, Mira Rizkallah, Gauthier Frecon, Clément Bailly, Caroline Bodet-Milin, Olivier Casasnovas, Steven Le Gouill, Françoise Kraeber-Bodéré, Thomas Carlier, Diana Mateus
Lesion Graph Neural Networks for 2-Year Progression Free Survival Classification of Diffuse Large B-Cell Lymphoma Patients. ISBI (2023)
Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty. CoRR (2023)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. Comput. Methods Programs Biomed. 229 (2023)
Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus
Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Vanessa Gonzalez Duque, Leonhard Zirus, Yordanka Velikova, Nassir Navab, Diana Mateus
Can Ultrasound Confidence Maps Predict Sonographers' Labeling Variability? ASMUS@MICCAI (2023)
Louise Piecuch, Vanessa Gonzalez Duque, Aurélie Sarcher, Enzo Hollville, Antoine Nordez, Giuseppe Rabita, Gaël Guilhem, Diana Mateus
Muscle volume quantification: guiding transformers with anatomical priors. CoRR (2023)
Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus
Graph-based multimodal multi-lesion DLBCL treatment response prediction from PET images. CoRR (2023)
Guillaume Pelluet, Mira Rizkallah, Mickael Tardy, Oscar Acosta, Diana Mateus
Multi-scale Graph Neural Networks for Mammography Classification and Abnormality Detection. MIUA (2022)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. 75 (2022)
Dawood Al Chanti, Diana Mateus
OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation. MICCAI (3) (2021)
Guillaume Pelluet, Mira Rizkallah, Oscar Acosta, Diana Mateus
Unsupervised Multimodal Supervoxel Merging Towards Brain Tumor Segmentation. BrainLes@MICCAI (1) (2021)
Mickael Tardy, Diana Mateus
Looking for Abnormalities in Mammograms With Self- and Weakly Supervised Reconstruction. IEEE Trans. Medical Imaging 40 (10) (2021)
Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound. IEEE Trans. Medical Imaging 40 (10) (2021)
Anne L. Martel, Danail Stoyanov, Diana Mateus, Leo Joskowicz, Purang Abolmaesumi
IJCARS: MICCAI 2020 special issue. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
Hernan Carrillo, Maël Millardet, Thomas Carlier, Diana Mateus
Low-count PET image reconstruction with Bayesian inference over a Deep Prior. Medical Imaging: Image Processing (2021)
Mickael Tardy, Diana Mateus
Trainable Summarization to Improve Breast Tomosynthesis Classification. MICCAI (7) (2021)
Avinash Sharma, Radu Horaud, Diana Mateus
3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching. CoRR (2021)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. CoRR (2021)
Dawood Al Chanti, Diana Mateus
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation. CoRR (2021)
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
Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images. CoRR (2021)
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Sonja Kirchhoff, Diana Mateus
Precise proximal femur fracture classification for interactive training and surgical planning. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
Mickael Tardy, Diana Mateus
Lightweight U-Net for High-Resolution Breast Imaging. CoRR (2020)
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
Learned Deep Radiomics for Survival Analysis with Attention. PRIME@MICCAI (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR (2020)
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo 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
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer
Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration. CoRR (2020)
Maël Millardet, Saïd Moussaoui, Diana Mateus, Jérôme Idier, Thomas Carlier
Y-PET. IEEE Trans. Medical Imaging 39 (11) (2020)
Constance Fourcade, Mathieu Rubeaux, Diana Mateus
Using Elastix to Register Inhale/Exhale Intrasubject Thorax CT: A Unsupervised Baseline to the Task 2 of the Learn2Reg Challenge. MICCAI (Challenges) (2020)
Vanessa Gonzalez Duque, Dawood Al Chanti, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation. MICCAI (1) (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR (2020)
Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscles Segmentation and Propagation in 3-D Freehand Ultrasound. CoRR (2020)
Constance Fourcade, Ludovic Ferrer, Gianmarco Santini, Noémie Moreau, Caroline Rousseau, Marie Lacombe, Camille Guillerminet, Mathilde Colombié, Mario Campone, Diana Mateus, Mathieu Rubeaux
. EMBC (2020)
Ludivine Morvan, Thomas Carlier, Bastien Jamet, Clément Bailly, Caroline Bodet-Milin, Philippe Moreau, Françoise Kraeber-Bodéré, Diana Mateus
Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) (2019)
Mickael Tardy, Bruno Scheffer, Diana Mateus
Breast Density Quantification Using Weakly Annotated Dataset. ISBI (2019)
Mickael Tardy, Bruno Scheffer, Diana Mateus
Uncertainty Measurements for the Reliable Classification of Mammograms. MICCAI (6) (2019)
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus, Sonja Kirchhoff
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification. CoRR (2019)
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Sonja Kirchhoff, Alexandra Sträter, Peter Biberthaler, Diana Mateus, Nassir Navab
Weakly-Supervised Localization and Classification of Proximal Femur Fractures. CoRR (2018)
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
Capsule Networks Against Medical Imaging Data Challenges. CVII-STENT/LABELS@MICCAI (2018)
Rüdiger Göbl, Diana Mateus, Christoph Hennersperger, Maximilian Baust, Nassir Navab
Redefining Ultrasound Compounding: Computational Sonography. CoRR (2018)
Leslie Casas, Chris Mürwald, Felix Achilles, Diana Mateus, Dietrich Huber, Nassir Navab, Stefanie Demirci
Human Pose Estimation from Pressure Sensor Data. Bildverarbeitung für die Medizin (2018)
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
Capsule Networks against Medical Imaging Data Challenges. CoRR (2018)
Benjamín Gutiérrez-Becker, Diana Mateus, Loïc Peter, Nassir Navab
Guiding multimodal registration with learned optimization updates. Medical Image Anal. 41 (2017)
Anees Kazi, Shadi Albarqouni, Amelia Jiménez-Sánchez, Sonja Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus
Automatic Classification of Proximal Femur Fractures Based on Attention Models. MLMI@MICCAI (2017)
Fernando J. Navarro-Avila, Yadira Saint-Hill-Febles, Janis Renner, Peter Klare, Stefan von Delius, Nassir Navab, Diana Mateus
Computer assisted optical biopsy for colorectal polyps. Medical Imaging: Computer-Aided Diagnosis (2017)
Loïc Peter, Diana Mateus, Pierre Chatelain, Denis Declara, Noemi Schworm, Stefan Stangl, Gabriele Multhoff, Nassir Navab
Assisting the examination of large histopathological slides with adaptive forests. Medical Image Anal. 35 (2017)
Benjamín Gutiérrez-Becker, Diana Mateus, Loïc Peter, Nassir Navab
Learning Optimization Updates for Multimodal Registration. MICCAI (3) (2016)
Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis
A Deep Metric for Multimodal Registration. MICCAI (3) (2016)
Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis
A Deep Metric for Multimodal Registration. CoRR (2016)
Fabio Cuzzolin, Diana Mateus, Radu Horaud
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. Int. J. Comput. Vis. 112 (1) (2015)
Markus Zweng, Pascal Fallavollita, Stefanie Demirci, Markus Kowarschik, Nassir Navab, Diana Mateus
Automatic Guide-Wire Detection for Neurointerventions Using Low-Rank Sparse Matrix Decomposition and Denoising. AE-CAI (2015)
Christoph Hennersperger, Maximilian Baust, Diana Mateus, Nassir Navab
Computational Sonography. MICCAI (2) (2015)
Loïc Peter, Olivier Pauly, Pierre Chatelain, Diana Mateus, Nassir Navab
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme. MICCAI (1) (2015)
Daniele Volpi, Mhd Hasan Sarhan, Reza Ghotbi, Nassir Navab, Diana Mateus, Stefanie Demirci
Online tracking of interventional devices for endovascular aortic repair. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Nicola Rieke, Christoph Hennersperger, Diana Mateus, Nassir Navab
Ultrasound interactive segmentation with tensor-graph methods. ISBI (2014)
Loïc Peter, Diana Mateus, Pierre Chatelain, Noemi Schworm, Stefan Stangl, Gabriele Multhoff, Nassir Navab
Leveraging Random Forests for Interactive Exploration of Large Histological Images. MICCAI (1) (2014)
Victor Castañeda, Diana Mateus, Nassir Navab
Stereo Time-of-Flight with Constructive Interference. IEEE Trans. Pattern Anal. Mach. Intell. 36 (7) (2014)
Christoph Hennersperger, Diana Mateus, Maximilian Baust, Nassir Navab
A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data. MICCAI (2) (2014)
Fabio Cuzzolin, Diana Mateus, Radu Horaud
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. CoRR (2014)
Benjamín Gutiérrez, Diana Mateus, Ehab Shiban, Bernhard Meyer, Jens Lehmberg, Nassir Navab
A sparse approach to build shape models with routine clinical data. ISBI (2014)
Selen Atasoy, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
Endoscopic Video Manifolds for Targeted Optical Biopsy. IEEE Trans. Medical Imaging 31 (3) (2012)
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
Recognizing multiple human activities and tracking full-body pose in unconstrained environments. Pattern Recognit. 45 (1) (2012)
Yuxiang Chen, Thomas Hrabe, Stefan Pfeffer, Olivier Pauly, Diana Mateus, Nassir Navab, Friedrich Forster
Detection and identification of macromolecular complexes in cryo-electron tomograms using support vector machines. ISBI (2012)
Loren Arthur Schwarz, Artashes Mkhitaryan, Diana Mateus, Nassir Navab
Human skeleton tracking from depth data using geodesic distances and optical flow. Image Vis. Comput. 30 (3) (2012)
Loren Arthur Schwarz, Artashes Mkhitaryan, Diana Mateus, Nassir Navab
Estimating human 3D pose from Time-of-Flight images based on geodesic distances and optical flow. FG (2011)
Loren Arthur Schwarz, Diana Mateus, Joé Lallemand, Nassir Navab
Tracking planes with Time of Flight cameras and J-linkage. WACV (2011)
Asad Safi, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab
Manifold learning for dimensionality reduction and clustering of skin spectroscopy data. Medical Imaging: Computer-Aided Diagnosis (2011)
Olivier Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez-Möller, Stephan G. Nekolla, Nassir Navab
Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences. MICCAI (3) (2011)
Victor Castañeda, Diana Mateus, Nassir Navab
SLAM combining ToF and high-resolution cameras. WACV (2011)
Victor Castañeda, Diana Mateus, Nassir Navab
Stereo time-of-flight. ICCV (2011)
Selen Atasoy, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
Targeted Optical Biopsies for Surveillance Endoscopies. MICCAI (3) (2011)
Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab, Rüdiger Hein, Mahzad Ziai
Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images. MCBR-CDS (2011)
Olivier Pauly, Diana Mateus, Nassir Navab
Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition. MCBR-CDS (2011)
Olivier Pauly, Diana Mateus, Nassir Navab
STARS: A new ensemble partitioning approach. ICCV Workshops (2011)
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
SHREC'10 Track: Correspondence Finding. 3DOR@Eurographics (2010)
Olivier Pauly, Diana Mateus, Nassir Navab
ImageCLEF 2010 Working Notes on the Modality Classification Subtask. CLEF (Notebook Papers/LABs/Workshops) (2010)
Loren Arthur Schwarz, Diana Mateus, Victor Castañeda, Nassir Navab
Manifold Learning for ToF-based Human Body Tracking and Activity Recognition. BMVC (2010)
Selen Atasoy, Diana Mateus, Joé Lallemand, Alexander Meining, Guang-Zhong Yang, Nassir Navab
Endoscopic Video Manifolds. MICCAI (2) (2010)
Christian Wachinger, Diana Mateus, Andreas Keil, Nassir Navab
Manifold learning for patient position detection in MRI. ISBI (2010)
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
Multiple-Activity Human Body Tracking in Unconstrained Environments. AMDO (2010)
Selen Atasoy, Diana Mateus, Andreas Georgiou, Nassir Navab, Guang-Zhong Yang
Wave Interference for Pattern Description. ACCV (2) (2010)
David Knossow, Avinash Sharma, Diana Mateus, Radu Horaud
Inexact Matching of Large and Sparse Graphs Using Laplacian Eigenvectors. GbRPR (2009)
Loren Arthur Schwarz, Diana Mateus, Nassir Navab
Discriminative Human Full-Body Pose Estimation from Wearable Inertial Sensor Data. 3DPH (2009)
Selen Atasoy, Ben Glocker, Stamatia Giannarou, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab
Probabilistic Region Matching in Narrow-Band Endoscopy for Targeted Optical Biopsy. MICCAI (1) (2009)
Nicolas Padoy, Diana Mateus, Daniel Weinland, Marie-Odile Berger, Nassir Navab
Workflow monitoring based on 3D motion features. ICCV Workshops (2009)
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer
Articulated shape matching using Laplacian eigenfunctions and unsupervised point registration. CVPR (2008)
Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, Radu Horaud
Coherent Laplacian 3-D protrusion segmentation. CVPR (2008)
Fabio Cuzzolin, Diana Mateus, Edmond Boyer, Radu Horaud
Robust Spectral 3D-Bodypart Segmentation Along Time. Workshop on Human Motion (2007)
Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer
Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment. ICCV (2007)
Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer
Articulated Shape Matching by Robust Alignment of Embedded Representations. ICCV (2007)
Frederic Devernay, Diana Mateus, Matthieu Guilbert
Multi-Camera Scene Flow by Tracking 3-D Points and Surfels. CVPR (2) (2006)
Diana Mateus, Juan Gabriel Aviña-Cervantes, Michel Devy
Robot Visual Navigation in Semi-structured Outdoor Environments. ICRA (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Diana Mateus