Albert Gubern-Mérida

According to our database, Albert Gubern-Mérida authored at least 23 papers between 2011 and 2019.

Collaborative distances:

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

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

Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation.

Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

A deep learning method for volumetric breast density estimation from processed full field digital mammograms.

Doiriel Vanegas C., Mahlet A. Birhanu, Nico Karssemeijer, Albert Gubern-Mérida, Michiel Kallenberg

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

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

Improving Breast Cancer Detection Using Symmetry Information with Deep Learning.

Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen

Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Pectoral muscle segmentation in breast tomosynthesis with deep learning.

Alejandro Rodríguez-Ruiz, Jonas Teuwen, Kaman Chung, Nico Karssemeijer, Margarita Chevalier, Albert Gubern-Mérida, Ioannis Sechopoulos

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Automated lesion detection and segmentation in digital mammography using a u-net deep learning network.

Timothy de Moor, Alejandro Rodríguez-Ruiz, Albert Gubern-Mérida, Ritse Mann, Jonas Teuwen

Proceedings of the 14th International Workshop on Breast 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

Large scale deep learning for computer aided detection of mammographic lesions.

Thijs Kooi, Geert Litjens, Bram van Ginneken, Albert Gubern-Mérida, Clara I. Sánchez, Ritse Mann, Ard den Heeten, Nico Karssemeijer

Medical Image Anal., 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

2016

Automated linking of suspicious findings between automated 3D breast ultrasound volumes.

Albert Gubern-Mérida, Tao Tan, Jan van Zelst, Ritse M. Mann, Nico Karssemeijer

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

A fully automated system for quantification of background parenchymal enhancement in breast DCE-MRI.

Mehmet Ufuk Dalmis, Albert Gubern-Mérida, Cristina Borelli, Suzan Vreemann, Ritse M. Mann, Nico Karssemeijer

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks.

Jan-Jurre Mordang, Tim Janssen, Alessandro Bria, Thijs Kooi, Albert Gubern-Mérida, Nico Karssemeijer

Proceedings of the Breast Imaging, 2016

A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography.

Thijs Kooi, Albert Gubern-Mérida, Jan-Jurre Mordang, Ritse Mann, Ruud Pijnappel, Klaas Schuur, Ard den Heeten, Nico Karssemeijer

Proceedings of the Breast Imaging, 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

2015

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.

Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer

IEEE J. Biomed. Health Informatics, 2015

Automated localization of breast cancer in DCE-MRI.

Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel

Medical Image Anal., 2015

A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration.

Lei Wang, Jan Strehlow, Jan Rühaak, Florian Weiler, Yago Diez, Albert Gubern-Mérida, Susanne Diekmann, Hendrik Laue, Horst K. Hahn

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal.

Mohammad Razavi, Lei Wang, Albert Gubern-Mérida, Tatyana Ivanovska, Hendrik Laue, Nico Karssemeijer, Horst K. Hahn

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI.

Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

Breast segmentation in MRI: quantitative evaluation of three methods.

Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011