Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI. - Albert Gubern-Mérida; Michiel Kallenberg; Robert Marti; Nico Karssemeijer (IbPRIA, 2011)

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches. - Albert Gubern-Mérida; Michiel Kallenberg; Robert Marti; Nico Karssemeijer (MICCAI (2), 2012)

Breast segmentation in MRI: quantitative evaluation of three methods. - Albert Gubern-Mérida; Lei Wang 025; Michiel Kallenberg; Robert Marti; Horst K. Hahn; Nico Karssemeijer (Image Processing, 2013)

Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI. - Yago Diez; Albert Gubern-Mérida; Lei Wang 025; Susanne Diekmann; Joan Martí; Bram Platel; Johanna Kramme; Robert Marti (Digital Mammography / IWDM, 2014)

Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal. - Mohammad Razavi; Lei Wang 025; Albert Gubern-Mérida; Tatyana Ivanovska; Hendrik Laue; Nico Karssemeijer; Horst K. Hahn (ICIAP (1), 2015)

A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration. - Lei Wang 025; Jan Strehlow; Jan Rühaak; Florian Weiler; Yago Diez; Albert Gubern-Mérida; Susanne Diekmann; Hendrik Laue; Horst K. Hahn (Image Processing, 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)

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)

Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. - Eloy García 001; Arnau Oliver; Yago Diez; Oliver Díaz; Albert Gubern-Mérida; Xavier Lladó; Joan Martí (Digital Mammography / IWDM, 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 (Digital Mammography / IWDM, 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 (Digital Mammography / IWDM, 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 (Computer-Aided Diagnosis, 2016)

Automated linking of suspicious findings between automated 3D breast ultrasound volumes. - Albert Gubern-Mérida; Tao Tan 002; Jan van Zelst; Ritse M. Mann; Nico Karssemeijer (Computer-Aided Diagnosis, 2016)

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. - Eloy García 001; Arnau Oliver; Oliver Díaz; Yago Diez; Albert Gubern-Mérida; Robert Marti; Joan Martí (Image-Guided Procedures, 2017)

Large scale deep learning for computer aided detection of mammographic lesions. - Thijs Kooi; Geert Litjens 001; Bram van Ginneken; Albert Gubern-Mérida; Clara I. Sánchez; Ritse Mann; Ard den Heeten; Nico Karssemeijer (Medical Image Anal., 2017)

Changes in breast density over time using automatic density measures: preliminary analysis. - Eloy García 001; Arnau Oliver; Oliver Díaz; Yago Diez; Albert Gubern-Mérida; Joan Martí; Robert Martí (IWBI, 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 (IWBI, 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 (Computer-Aided Diagnosis, 2018)

Improving Breast Cancer Detection Using Symmetry Information with Deep Learning. - Yeman Brhane Hagos; Albert Gubern-Mérida; Jonas Teuwen (RAMBO+BIA+TIA@MICCAI, 2018)

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. - Eloy García 001; Yago Diez; Oliver Díaz; Xavier Lladó; Albert Gubern-Mérida; Robert Marti; Joan Martí; Arnau Oliver (IEEE Trans. Medical Imaging, 2018)

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 (Computer-Aided Diagnosis, 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 (Computer-Aided Diagnosis, 2019)

Breast MRI and X-ray mammography registration using gradient values. - Eloy García 001; Yago Diez; Oliver Díaz; Xavier Lladó; Albert Gubern-Mérida; Robert Martí; Joan Martí; Arnau Oliver (Medical Image Anal., 2019)