Albert Gubern-Mérida
Albert Gubern-Mérida
ScreenPoint Medical
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Large scale deep learning for computer aided detection of mammographic lesions
T Kooi, G Litjens, B Van Ginneken, A Gubern-Mérida, CI Sánchez, ...
Medical image analysis 35, 303-312, 2017
3952017
Volumetric breast density estimation from full-field digital mammograms: a validation study
A Gubern-Merida, M Kallenberg, B Platel, RM Mann, R Martí, ...
PloS one 9 (1), 2014
1072014
Using deep learning to segment breast and fibroglandular tissue in MRI volumes
MU Dalmış, G Litjens, K Holland, A Setio, R Mann, N Karssemeijer, ...
Medical physics 44 (2), 533-546, 2017
1022017
Breast segmentation and density estimation in breast MRI: A fully automatic framework
A Gubern-Mérida, M Kallenberg, RM Mann, R Martí, N Karssemeijer
IEEE Journal of Biomedical and Health Informatics, 2014
892014
Automated localization of breast cancer in DCE-MRI
A Gubern-Mérida, R Martí, J Melendez, JL Hauth, RM Mann, ...
Medical image analysis 20 (1), 265-274, 2015
852015
Stand-alone artificial intelligence for breast cancer detection in mammography: comparison with 101 radiologists
A Rodriguez-Ruiz, K Lång, A Gubern-Merida, M Broeders, G Gennaro, ...
JNCI: Journal of the National Cancer Institute 111 (9), 916-922, 2019
572019
Automatic microcalcification detection in multi-vendor mammography using convolutional neural networks
JJ Mordang, T Janssen, A Bria, T Kooi, A Gubern-Mérida, N Karssemeijer
International Workshop on Breast Imaging, 35-42, 2016
482016
Segmentation of the pectoral muscle in breast MRI using atlas-based approaches
A Gubern-Mérida, M Kallenberg, R Martí, N Karssemeijer
International conference on medical image computing and computer-assisted …, 2012
402012
Time to enhancement derived from ultrafast breast MRI as a novel parameter to discriminate benign from malignant breast lesions
RD Mus, C Borelli, P Bult, E Weiland, N Karssemeijer, JO Barentsz, ...
European journal of radiology 89, 90-96, 2017
292017
Computer‐aided detection of breast cancers using Haar‐like features in automated 3D breast ultrasound
T Tan, JJ Mordang, J van Zelst, A Grivegnée, A Gubern‐Mérida, ...
Medical physics 42 (4), 1498-1504, 2015
262015
Fully automated detection of breast cancer in screening MRI using convolutional neural networks
MU Dalmış, S Vreemann, T Kooi, RM Mann, N Karssemeijer, ...
Journal of Medical Imaging 5 (1), 014502, 2018
232018
Multireader study on the diagnostic accuracy of ultrafast breast magnetic resonance imaging for breast cancer screening
JCM Van Zelst, S Vreemann, HJ Witt, A Gubern-Merida, MD Dorrius, ...
Investigative radiology 53 (10), 579-586, 2018
212018
Influence of Risk Category and Screening Round on the Performance of an MR Imaging and Mammography Screening Program in Carriers of the BRCA Mutation …
S Vreemann, A Gubern-Mérida, MS Schlooz-Vries, P Bult, CH Van Gils, ...
Radiology 286 (2), 443-451, 2018
202018
Can we reduce the workload of mammographic screening by automatic identification of normal exams with artificial intelligence? A feasibility study
A Rodriguez-Ruiz, K Lång, A Gubern-Merida, J Teuwen, M Broeders, ...
European radiology 29 (9), 4825-4832, 2019
182019
A comparison between a deep convolutional neural network and radiologists for classifying regions of interest in mammography
T Kooi, A Gubern-Merida, JJ Mordang, R Mann, R Pijnappel, K Schuur, ...
International Workshop on Breast Imaging, 51-56, 2016
182016
A computer‐aided diagnosis system for breast DCE‐MRI at high spatiotemporal resolution
MU Dalmış, A Gubern‐Mérida, S Vreemann, N Karssemeijer, R Mann, ...
Medical physics 43 (1), 84-94, 2016
182016
Fully automatic fibroglandular tissue segmentation in breast MRI: an atlas-based approach
A Gubern-Mérida, M Kallenberg, R Marti, N Karssemeijer
MICCAI 2011: Workshop on Breast Image Analysis, 73-80, 2011
172011
One-view digital breast tomosynthesis as a stand-alone modality for breast cancer detection: do we need more?
A Rodriguez-Ruiz, A Gubern-Merida, M Imhof-Tas, S Lardenoije, ...
European radiology 28 (5), 1938-1948, 2018
162018
Automated detection of breast cancer in false-negative screening MRI studies from women at increased risk
A Gubern-Mérida, S Vreemann, R Martí, J Melendez, S Lardenoije, ...
European journal of radiology 85 (2), 472-479, 2016
162016
Multi-class probabilistic atlas-based segmentation method in breast MRI
A Gubern-Mérida, M Kallenberg, R Martí, N Karssemeijer
Iberian Conference on Pattern Recognition and Image Analysis, 660-667, 2011
162011
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Artikler 1–20