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ORCIDAlbert Gubern-Mérida
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2010 – 2019
- 2019
[j5]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: 76-87 (2019)- [c18]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: 109500F - [c17]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: 1095002 - 2018
- [j4]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): 712-723 (2018) - [c16]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: 107181I - [c15]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: 1071805 - [c14]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: 105752J - [c13]Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen:
Improving Breast Cancer Detection Using Symmetry Information with Deep Learning. RAMBO+BIA+TIA@MICCAI 2018: 90-97 - [i2]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 abs/1808.04909 (2018) - [i1]Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen:
Improving Breast Cancer Detection using Symmetry Information with Deep Learning. CoRR abs/1808.08273 (2018) - 2017
- [j3]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: 303-312 (2017) - [c12]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: 1013504 - 2016
- [c11]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: 35-42 - [c10]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: 51-56 - [c9]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: 493-500 - [c8]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: 97850L - [c7]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: 97850N - 2015
- [j2]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): 265-274 (2015) - [j1]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): 349-357 (2015) - [c6]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: 528-536 - [c5]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: 941334 - 2014
- [c4]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: 689-695 - 2013
- [c3]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: 86693G - 2012
- [c2]Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer:
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches. MICCAI (2) 2012: 371-378 - 2011
- [c1]Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer:
Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI. IbPRIA 2011: 660-667
Coauthor Index
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