Automatic mass detection in mammograms using deep convolutional neural networks R Agarwal, O Diaz, X Lladó, MH Yap, R Martí Journal of Medical Imaging 6 (3), 031409-031409, 2019 | 184 | 2019 |
Deep learning for mass detection in Full Field Digital Mammograms R Agarwal, O Díaz, MH Yap, X Lladó, R Martí Computers in biology and medicine 121, 103774, 2020 | 121 | 2020 |
Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools O Diaz, K Kushibar, R Osuala, A Linardos, L Garrucho, L Igual, P Radeva, ... Physica Medica 83, 25-37, 2021 | 103 | 2021 |
Simulation and assessment of realistic breast lesions using fractal growth models A Rashidnasab, P Elangovan, M Yip, O Diaz, DR Dance, KC Young, ... Physics in Medicine and Biology 58 (16), 5613, 2013 | 61 | 2013 |
Image simulation and a model of noise power spectra across a range of mammographic beam qualities A Mackenzie, DR Dance, O Diaz, KC Young Medical Physics 41 (12), 121901, 2014 | 59 | 2014 |
Development and validation of a modelling framework for simulating 2D-mammography and breast tomosynthesis images P Elangovan, LM Warren, A Mackenzie, A Rashidnasab, O Diaz, ... Physics in Medicine and Biology 59 (15), 4275, 2014 | 59 | 2014 |
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging R Osuala, K Kushibar, L Garrucho, A Linardos, Z Szafranowska, S Klein, ... Medical Image Analysis 84, 102704, 2023 | 45* | 2023 |
Estimation of scattered radiation in digital breast tomosynthesis O Diaz, DR Dance, KC Young, P Elangovan, PR Bakic, K Wells Physics in Medicine and Biology 59 (15), 4375, 2014 | 41 | 2014 |
Artificial intelligence in the medical physics community: An international survey O Diaz, G Guidi, O Ivashchenko, N Colgan, F Zanca Physica Medica 81, 141-146, 2021 | 32 | 2021 |
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation J Teuwen, N Moriakov, C Fedon, M Caballo, I Reiser, P Bakic, E García, ... Medical image analysis 71, 102061, 2021 | 31 | 2021 |
Mass detection in mammograms using pre-trained deep learning models R Agarwal, O Diaz, X Lladó, R Martí 14th International Workshop on Breast Imaging (IWBI 2018) 10718, 107181F, 2018 | 30 | 2018 |
Phantoms for quality control procedures in digital breast tomosynthesis: dose assessment RW Bouwman, O Diaz, RE van Engen, KC Young, GJ den Heeten, ... Physics in Medicine and Biology 58 (13), 4423, 2013 | 30 | 2013 |
Breast MRI and X-ray mammography registration using gradient values E García, Y Diez, O Diaz, X Lladó, A Gubern-Mérida, R Martí, J Martí, ... Medical image analysis 54, 76-87, 2019 | 29 | 2019 |
Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study L Garrucho, K Kushibar, S Jouide, O Diaz, L Igual, K Lekadir Artificial Intelligence in Medicine 132, 102386, 2022 | 28 | 2022 |
DCGANs for realistic breast mass augmentation in x-ray mammography B Alyafi, O Diaz, R Martí Medical Imaging 2020: Computer-Aided Diagnosis 11314, 1131420, 2020 | 28 | 2020 |
Expanding the medical physicist curricular and professional programme to include Artificial Intelligence F Zanca, I Hernandez-Giron, M Avanzo, G Guidi, W Crijns, O Diaz, ... Physica Medica 83, 174-183, 2021 | 27 | 2021 |
A step‐by‐step review on patient‐specific biomechanical finite element models for breast MRI to x‐ray mammography registration E García, Y Diez, O Diaz, X Lladó, R Martí, J Martí, A Oliver Medical physics 45 (1), e6-e31, 2018 | 27 | 2018 |
A step‐by‐step review on patient‐specific biomechanical finite element models for breast MRI to x‐ray mammography registration E García, Y Diez, O Diaz, X Lladó, R Martí, J Martí, A Oliver Medical physics 45 (1), e6-e31, 2018 | 27 | 2018 |
A fast scatter field estimator for digital breast tomosynthesis O Díaz, DR Dance, KC Young, P Elangovan, PR Bakic, K Wells SPIE Medical Imaging, 831305-831305-9, 2012 | 24 | 2012 |
Lesion Segmentation in Automated 3D Breast Ultrasound: Volumetric Analysis R Agarwal, O Diaz, X Lladó, A Gubern-Mérida, JC Vilanova, R Martí Ultrasonic imaging 40 (2), 97-112, 2018 | 21 | 2018 |