Albert Gubern-Mérida

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 21

Top Topics

Digital Mammograms

Density Estimation

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Digital Mammography / IWDM

Medical Image Anal.

Publications

Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. Medical Imaging: Computer-Aided Diagnosis (2019)
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. 54 (2019)
Doiriel Vanegas C., Mahlet A. Birhanu, Nico Karssemeijer, Albert Gubern-Mérida, Michiel Kallenberg
A deep learning method for volumetric breast density estimation from processed full field digital mammograms. Medical Imaging: Computer-Aided Diagnosis (2019)
Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. CoRR (2018)
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging 37 (3) (2018)
Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen
Improving Breast Cancer Detection Using Symmetry Information with Deep Learning. RAMBO+BIA+TIA@MICCAI (2018)
Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen
Improving Breast Cancer Detection using Symmetry Information with Deep Learning. CoRR (2018)
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí
Changes in breast density over time using automatic density measures: preliminary analysis. IWBI (2018)
Alejandro Rodríguez-Ruiz, Jonas Teuwen, Kaman Chung, Nico Karssemeijer, Margarita Chevalier, Albert Gubern-Mérida, Ioannis Sechopoulos
Pectoral muscle segmentation in breast tomosynthesis with deep learning. Medical Imaging: Computer-Aided Diagnosis (2018)
Timothy de Moor, Alejandro Rodríguez-Ruiz, Albert Gubern-Mérida, Ritse Mann, Jonas Teuwen
Automated lesion detection and segmentation in digital mammography using a u-net deep learning network. IWBI (2018)
Thijs Kooi, Geert Litjens, Bram van Ginneken, Albert Gubern-Mérida, Clara I. Sánchez, Ritse Mann, Ard den Heeten, Nico Karssemeijer
Large scale deep learning for computer aided detection of mammographic lesions. Medical Image Anal. 35 (2017)
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí
Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. Medical Imaging: Image-Guided Procedures (2017)
Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM (2016)
Jan-Jurre Mordang, Tim Janssen, Alessandro Bria, Thijs Kooi, Albert Gubern-Mérida, Nico Karssemeijer
Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks. Digital Mammography / IWDM (2016)
Thijs Kooi, Albert Gubern-Mérida, Jan-Jurre Mordang, Ritse Mann, Ruud Pijnappel, Klaas Schuur, Ard den Heeten, Nico Karssemeijer
A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography. Digital Mammography / IWDM (2016)
Albert Gubern-Mérida, Tao Tan, Jan van Zelst, Ritse M. Mann, Nico Karssemeijer
Automated linking of suspicious findings between automated 3D breast ultrasound volumes. Medical Imaging: Computer-Aided Diagnosis (2016)
Mehmet Ufuk Dalmis, Albert Gubern-Mérida, Cristina Borelli, Suzan Vreemann, Ritse M. Mann, Nico Karssemeijer
A fully automated system for quantification of background parenchymal enhancement in breast DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2016)
Lei Wang, Jan Strehlow, Jan Rühaak, Florian Weiler, Yago Diez, Albert Gubern-Mérida, Susanne Diekmann, Hendrik Laue, Horst K. Hahn
A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration. Medical Imaging: Image Processing (2015)
Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel
Automated localization of breast cancer in DCE-MRI. Medical Image Anal. 20 (1) (2015)
Mohammad Razavi, Lei Wang, Albert Gubern-Mérida, Tatyana Ivanovska, Hendrik Laue, Nico Karssemeijer, Horst K. Hahn
Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal. ICIAP (1) (2015)
Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti
Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI. Digital Mammography / IWDM (2014)
Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer
Breast segmentation in MRI: quantitative evaluation of three methods. Medical Imaging: Image Processing (2013)
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches. MICCAI (2) (2012)
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI. IbPRIA (2011)