Diana Mateus

Orcid: 0000-0002-2252-8717

Affiliations:
  • Ecole Centrale de Nantes, LS2N Lab, France
  • TU Munich, Computer Aided Medical Procedures, Germany (former)


According to our database1, Diana Mateus authored at least 89 papers between 2005 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model.
CoRR, 2024

2023
Memory-aware curriculum federated learning for breast cancer classification.
Comput. Methods Programs Biomed., February, 2023

Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty.
CoRR, 2023

Muscle volume quantification: guiding transformers with anatomical priors.
CoRR, 2023

Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Muscle Volume Quantification: Guiding Transformers with Anatomical Priors.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Can Ultrasound Confidence Maps Predict Sonographers' Labeling Variability?
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

Lesion Graph Neural Networks for 2-Year Progression Free Survival Classification of Diffuse Large B-Cell Lymphoma Patients.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty.
Medical Image Anal., 2022

Multi-scale Graph Neural Networks for Mammography Classification and Abnormality Detection.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

2021
Looking for Abnormalities in Mammograms With Self- and Weakly Supervised Reconstruction.
IEEE Trans. Medical Imaging, 2021

IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound.
IEEE Trans. Medical Imaging, 2021

Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images.
CoRR, 2021

3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching.
CoRR, 2021

Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation.
CoRR, 2021

IJCARS: MICCAI 2020 special issue.
Int. J. Comput. Assist. Radiol. Surg., 2021

Low-count PET image reconstruction with Bayesian inference over a Deep Prior.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Trainable Summarization to Improve Breast Tomosynthesis Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unsupervised Multimodal Supervoxel Merging Towards Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to <sup>90</sup>Y-PET.
IEEE Trans. Medical Imaging, 2020

Lightweight U-Net for High-Resolution Breast Imaging.
CoRR, 2020

IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscles Segmentation and Propagation in 3-D Freehand Ultrasound.
CoRR, 2020

Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty.
CoRR, 2020

Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis.
Int. J. Comput. Assist. Radiol. Surg., 2020

Precise proximal femur fracture classification for interactive training and surgical planning.
Int. J. Comput. Assist. Radiol. Surg., 2020

Learned Deep Radiomics for Survival Analysis with Attention.
Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

Using Elastix to Register Inhale/Exhale Intrasubject Thorax CT: A Unsupervised Baseline to the Task 2 of the Learn2Reg Challenge.
Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020

Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Combining Superpixels and Deep Learning Approaches to Segment Active Organs in Metastatic Breast Cancer PET Images<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification.
CoRR, 2019

Uncertainty Measurements for the Reliable Classification of Mammograms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Medical-based Deep Curriculum Learning for Improved Fracture Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Breast Density Quantification Using Weakly Annotated Dataset.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Redefining Ultrasound Compounding: Computational Sonography.
CoRR, 2018

Weakly-Supervised Localization and Classification of Proximal Femur Fractures.
CoRR, 2018

Capsule Networks Against Medical Imaging Data Challenges.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Human Pose Estimation from Pressure Sensor Data.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Assisting the examination of large histopathological slides with adaptive forests.
Medical Image Anal., 2017

Guiding multimodal registration with learned optimization updates.
Medical Image Anal., 2017

Automatic Classification of Proximal Femur Fractures Based on Attention Models.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Computer assisted optical biopsy for colorectal polyps.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
A Deep Metric for Multimodal Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Learning Optimization Updates for Multimodal Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies.
Int. J. Comput. Vis., 2015

Online tracking of interventional devices for endovascular aortic repair.
Int. J. Comput. Assist. Radiol. Surg., 2015

Automatic Guide-Wire Detection for Neurointerventions Using Low-Rank Sparse Matrix Decomposition and Denoising.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Computational Sonography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Stereo Time-of-Flight with Constructive Interference.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Leveraging Random Forests for Interactive Exploration of Large Histological Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Ultrasound interactive segmentation with tensor-graph methods.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A sparse approach to build shape models with routine clinical data.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2012
Endoscopic Video Manifolds for Targeted Optical Biopsy.
IEEE Trans. Medical Imaging, 2012

Recognizing multiple human activities and tracking full-body pose in unconstrained environments.
Pattern Recognit., 2012

Human skeleton tracking from depth data using geodesic distances and optical flow.
Image Vis. Comput., 2012

Detection and identification of macromolecular complexes in cryo-electron tomograms using support vector machines.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Tracking planes with Time of Flight cameras and J-linkage.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

SLAM combining ToF and high-resolution cameras.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Targeted Optical Biopsies for Surveillance Endoscopies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Manifold learning for dimensionality reduction and clustering of skin spectroscopy data.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

STARS: A new ensemble partitioning approach.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Stereo time-of-flight.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Estimating human 3D pose from Time-of-Flight images based on geodesic distances and optical flow.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
Endoscopic Video Manifolds.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Manifold learning for patient position detection in MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

ImageCLEF 2010 Working Notes on the Modality Classification Subtask.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Manifold Learning for ToF-based Human Body Tracking and Activity Recognition.
Proceedings of the British Machine Vision Conference, 2010

Multiple-Activity Human Body Tracking in Unconstrained Environments.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

Wave Interference for Pattern Description.
Proceedings of the Computer Vision - ACCV 2010, 2010

SHREC'10 Track: Correspondence Finding.
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

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).
PhD thesis, 2009

Probabilistic Region Matching in Narrow-Band Endoscopy for Targeted Optical Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Workflow monitoring based on 3D motion features.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Inexact Matching of Large and Sparse Graphs Using Laplacian Eigenvectors.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Discriminative Human Full-Body Pose Estimation from Wearable Inertial Sensor Data.
Proceedings of the Modelling the Physiological Human, 3D Physiological Human Workshop, 2009

2008
Articulated shape matching using Laplacian eigenfunctions and unsupervised point registration.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Coherent Laplacian 3-D protrusion segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Articulated Shape Matching by Robust Alignment of Embedded Representations.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Robust Spectral 3D-Bodypart Segmentation Along Time.
Proceedings of the Human Motion, 2007

2006
Multi-Camera Scene Flow by Tracking 3-D Points and Surfels.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Robot Visual Navigation in Semi-structured Outdoor Environments.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005


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