Albert Gubern-Mérida

25 papers B 2Misc 1Journal 7Unranked 15
YearRankTypeTitle / Venue / Authors
2019 — conf
A deep learning method for volumetric breast density estimation from processed full field digital mammograms.
Computer-Aided Diagnosis
Doiriel Vanegas C., Mahlet A. Birhanu, Nico Karssemeijer, Albert Gubern-Mérida, Michiel Kallenberg
2019 J jnl
Breast MRI and X-ray mammography registration using gradient values.
Medical Image Anal.
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
2019 — conf
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation.
Computer-Aided Diagnosis
Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
2018 — conf
Automated lesion detection and segmentation in digital mammography using a u-net deep learning network.
IWBI
Timothy de Moor, Alejandro Rodríguez-Ruiz, Albert Gubern-Mérida, Ritse Mann, Jonas Teuwen
2018 — conf
Changes in breast density over time using automatic density measures: preliminary analysis.
IWBI
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí
2018 — conf
Improving Breast Cancer Detection Using Symmetry Information with Deep Learning.
RAMBO+BIA+TIA@MICCAI
Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen
2018 J jnl
Improving Breast Cancer Detection using Symmetry Information with Deep Learning.
CoRR
Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen
2018 J jnl
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.
IEEE Trans. Medical Imaging
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver
2018 — conf
Pectoral muscle segmentation in breast tomosynthesis with deep learning.
Computer-Aided Diagnosis
Alejandro Rodríguez-Ruiz, Jonas Teuwen, Kaman Chung, Nico Karssemeijer, Margarita Chevalier, Albert Gubern-Mérida, Ioannis Sechopoulos
2018 J jnl
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation.
CoRR
Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
2017 J jnl
Large scale deep learning for computer aided detection of mammographic lesions.
Medical Image Anal.
Thijs Kooi, Geert Litjens, Bram van Ginneken, Albert Gubern-Mérida, Clara I. Sánchez, Ritse Mann, Ard den Heeten, Nico Karssemeijer
2017 — conf
Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.
Image-Guided Procedures
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí
2016 — conf
A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography.
Digital Mammography / IWDM
Thijs Kooi, Albert Gubern-Mérida, Jan-Jurre Mordang, Ritse Mann, Ruud Pijnappel, Klaas Schuur, Ard den Heeten, Nico Karssemeijer
2016 — conf
A fully automated system for quantification of background parenchymal enhancement in breast DCE-MRI.
Computer-Aided Diagnosis
Mehmet Ufuk Dalmis, Albert Gubern-Mérida, Cristina Borelli, Suzan Vreemann, Ritse M. Mann, Nico Karssemeijer
2016 — conf
Automated linking of suspicious findings between automated 3D breast ultrasound volumes.
Computer-Aided Diagnosis
Albert Gubern-Mérida, Tao Tan, Jan van Zelst, Ritse M. Mann, Nico Karssemeijer
2016 — conf
Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks.
Digital Mammography / IWDM
Jan-Jurre Mordang, Tim Janssen, Alessandro Bria, Thijs Kooi, Albert Gubern-Mérida, Nico Karssemeijer
2016 — conf
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration.
Digital Mammography / IWDM
Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí
2015 B conf
A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration.
Image Processing
Lei Wang, Jan Strehlow, Jan Rühaak, Florian Weiler, Yago Diez, Albert Gubern-Mérida, Susanne Diekmann, Hendrik Laue, Horst K. Hahn
2015 J jnl
Automated localization of breast cancer in DCE-MRI.
Medical Image Anal.
Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel
2015 J jnl
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.
IEEE J. Biomed. Health Informatics
Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer
2015 — conf
Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal.
ICIAP (1)
Mohammad Razavi, Lei Wang, Albert Gubern-Mérida, Tatyana Ivanovska, Hendrik Laue, Nico Karssemeijer, Horst K. Hahn
2014 — conf
Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI.
Digital Mammography / IWDM
Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti
2013 B conf
Breast segmentation in MRI: quantitative evaluation of three methods.
Image Processing
Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer
2012 — conf
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.
MICCAI (2)
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
2011 Misc conf
Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.
IbPRIA
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer