| 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 | 207 | 2019 |
| 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 | 144 | 2021 |
| 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 | 141 | 2020 |
| 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 | 73* | 2023 |
| 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 | 62 | 2014 |
| 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 | 62 | 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 | 60 | 2014 |
| FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare K Lekadir, AF Frangi, AR Porras, B Glocker, C Cintas, CP Langlotz, ... bmj 388, 2025 | 44 | 2025 |
| 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 | 42 | 2014 |
| 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 | 41 | 2022 |
| 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 | 40 | 2021 |
| 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 | 37 | 2021 |
| medigan: a Python library of pretrained generative models for medical image synthesis R Osuala, G Skorupko, N Lazrak, L Garrucho, E García, S Joshi, S Jouide, ... Journal of Medical Imaging 10 (6), 061403-061403, 2023 | 34* | 2023 |
| 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 | 34 | 2018 |
| 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 | 33 | 2021 |
| 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 | 33 | 2020 |
| Artificial Intelligence for breast cancer detection: Technology, challenges, and prospects O Díaz, A Rodríguez-Ruíz, I Sechopoulos European Journal of Radiology, 111457, 2024 | 32 | 2024 |
| 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 | 32 | 2013 |
| 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 | 31 | 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 | 31 | 2018 |
Robert Martí Marly (ORCID 0000-0002...Associate Professor. University of GironaVerified email at udg.edu
