Dr. Albert Gubern-Mérida Profile

Dr. Albert Gubern-Mérida

Head of Research and Development at ScreenPoint Medical

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Publications (13)

Proceedings Article | 22 May 2020 Paper

Can AI serve as an independent second reader of mammograms? a simulation study

Alejandro Rodríguez-Ruiz, Kristina Lång, Albert Gubern-Merida, Mireille Broeders, Gisella Gennaro, Paola Clauser, Thomas Helbich, Thomas Mertelmeier, Margarita Chevalier, Matthew Wallis, Ingvar Andersson, Sophia Zackrisson, R. Mann, I. Sechopoulos

Proceedings Volume 11513, 115130O (2020) https://doi.org/10.1117/12.2564114

KEYWORDS: Artificial intelligence, Mammography, Databases, Cancer, Breast, Intelligence systems, Breast cancer, Evolutionary algorithms, Digital mammography, Oncology

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Proceedings Article | 13 March 2019 Presentation + Paper

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 Volume 10950, 1095002 (2019) https://doi.org/10.1117/12.2512940

KEYWORDS: Mammography, Data modeling, Breast, Digital mammography, Machine learning, Diagnostics, Breast cancer

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Proceedings Article | 13 March 2019 Presentation + Paper

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

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

Proceedings Volume 10950, 109500F (2019) https://doi.org/10.1117/12.2512818

KEYWORDS: Mammography, Breast, Image processing, Magnetic resonance imaging, Breast cancer, Convolutional neural networks, Digital imaging, Convolution, Classification systems

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Proceedings Article | 6 July 2018 Paper

Changes in breast density over time using automatic density measures: preliminary analysis

E. García, A. Oliver, O. Diaz, Y. Diez, A. Gubern-Mérida, J. Martí, R. Martí

Proceedings Volume 10718, 107181I (2018) https://doi.org/10.1117/12.2317912

KEYWORDS: Breast, Mammography, Breast cancer, Image registration, X-ray imaging

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Proceedings Article | 6 July 2018 Paper

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

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

Proceedings Volume 10718, 1071805 (2018) https://doi.org/10.1117/12.2318326

KEYWORDS: Image segmentation, Digital mammography, Tumor growth modeling, Mammography, Computer-aided diagnosis, Breast cancer

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Proceedings Article | 27 February 2018 Paper

Pectoral muscle segmentation in breast tomosynthesis with deep learning

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

Proceedings Volume 10575, 105752J (2018) https://doi.org/10.1117/12.2292920

KEYWORDS: Image segmentation, Digital breast tomosynthesis, Breast, Mammography, Systems modeling, Detection and tracking algorithms, Tissues, Convolutional neural networks, 3D modeling, Image processing algorithms and systems

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SPIE Journal Paper | 11 January 2018 Open Access

Fully automated detection of breast cancer in screening MRI using convolutional neural networks

Mehmet Ufuk Dalmış, Suzan Vreemann, Thijs Kooi, Ritse M. Mann, Nico Karssemeijer, Albert Gubern-Mérida

JMI, Vol. 5, Issue 01, 014502, (January 2018) https://doi.org/10.1117/12.10.1117/1.JMI.5.1.014502

KEYWORDS: Magnetic resonance imaging, Breast, Computer aided diagnosis and therapy, Breast cancer, Image segmentation, Convolutional neural networks, Computing systems, 3D acquisition, Cancer

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Proceedings Article | 3 March 2017 Presentation + Paper

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models

E. García, A. Oliver, O. Diaz, Y. Diez, A. Gubern-Mérida, R. Martí, J. Martí

Proceedings Volume 10135, 1013504 (2017) https://doi.org/10.1117/12.2255957

KEYWORDS: Magnetic resonance imaging, 3D modeling, Breast, Mammography, Image registration, Finite element methods, X-rays, X-ray imaging, 3D acquisition, Tissues

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SPIE Journal Paper | 25 April 2016 Open Access

Automated quality assessment in three-dimensional breast ultrasound images

Julia Schwaab, Yago Diez, Arnau Oliver, Robert Martí, Jan van Zelst, Albert Gubern-Mérida, Ahmed Bensouda Mourri, Johannes Gregori, Matthias Günther

JMI, Vol. 3, Issue 02, 027002, (April 2016) https://doi.org/10.1117/12.10.1117/1.JMI.3.2.027002

KEYWORDS: Breast, Nipple, Image quality, Ultrasonography, 3D image processing, Transducers, Image segmentation, Skin, Image processing, Diagnostics

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Proceedings Article | 24 March 2016 Paper

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

Mehmet Ufuk Dalmiş, Albert Gubern-Mérida, Cristina Borelli, Suzan Vreemann, Ritse Mann, Nico Karssemeijer

Proceedings Volume 9785, 97850L (2016) https://doi.org/10.1117/12.2211640

KEYWORDS: Breast, Breast cancer, Image segmentation, Magnetic resonance imaging, Visualization, Expectation maximization algorithms, Optical inspection, Imaging systems

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Proceedings Article | 24 March 2016 Paper

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

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

Proceedings Volume 9785, 97850N (2016) https://doi.org/10.1117/12.2214945

KEYWORDS: Breast, Ultrasonography, 3D image processing, 3D displays, Detection and tracking algorithms, Computer-aided diagnosis, Breast cancer, Image analysis, Inspection, Decision support systems, Clocks, Picosecond phenomena, Nipple, Chest, Error analysis

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Proceedings Article | 20 March 2015 Paper

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-Merida, Susanne Diekmann, Hendrik Laue, Horst Hahn

Proceedings Volume 9413, 941334 (2015) https://doi.org/10.1117/12.2082700

KEYWORDS: Breast, Magnetic resonance imaging, Image registration, Image segmentation, Tissues, Scanners, Electroluminescent displays, Breast cancer, Image processing, Medical imaging

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Proceedings Article | 13 March 2013 Paper

Breast segmentation in MRI: quantitative evaluation of three methods

Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Martí, Horst Hahn, Nico Karssemeijer

Proceedings Volume 8669, 86693G (2013) https://doi.org/10.1117/12.2006541

KEYWORDS: Breast, Image segmentation, Tissues, Magnetic resonance imaging, Natural surfaces, Computer aided diagnosis and therapy, Image filtering, Distance measurement, Breast cancer, 3D image processing

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Showing 5 of 13 publications

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