Eloy García

According to our database, Eloy García authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MRI Breast Tissue Segmentation Using nnU-Net for Biomechanical Modeling.

Melika Pooyan, Hadeel Awwad, Eloy García, Robert Martí

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2024

A Generative Adversarial Approach to Remove Moiré Artifacts in Dark-Field and Phase-Contrast X-Ray Images.

Eloy García, Diego García Pinto, Victor Sánchez-Lara, Ricardo Montoya-del-Angel, Robert Martí

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2024

Graph Neural Networks for Modelling Breast Biomechanical Compression.

Hadeel Awwad, Eloy García, Robert Martí

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2024

2023

End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms.

Sjoerd A. M. Tunissen, Andrea Motta, Franziska Mauter, Eloy García, Oliver Díaz, John M. Boone, Ioannis Sechopoulos, Marco Caballo

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

2022

medigan: A Python Library of Pretrained Generative Models for Enriched Data Access in Medical Imaging.

Richard Osuala, Grzegorz Skorupko, Noussair Lazrak, Lidia Garrucho, Eloy García, Smriti Joshi, Socayna Jouide, Michael W. Rutherford, Fred W. Prior, Kaisar Kushibar, Oliver Díaz, Karim Lekadir

CoRR, 2022

2021

Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation.

Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos

Medical Image Anal., 2021

2019

Breast MRI and X-ray mammography registration using gradient values.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver

Medical Image Anal., 2019

2018

Glandular tissue pattern analysis through multimodal MRI-mammography registration.

Eloy García Marcos

PhD thesis, 2018

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver

IEEE Trans. Medical Imaging, 2018

Changes in breast density over time using automatic density measures: preliminary analysis.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí

Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Similarity Metrics for Intensity-Based Registration Using Breast Density Maps.

Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016

Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration.

Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí

Proceedings of the Breast Imaging, 2016

Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures.

Oliver Díaz, Arnau Oliver, Sergi Ganau, Eloy García, Joan Martí, Melcior Sentís, Robert Marti

Proceedings of the Breast Imaging, 2016