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Lidia Garrucho
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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
1032021
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
47*2023
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
282022
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
18*2023
Layer ensembles: A single-pass uncertainty estimation in deep learning for segmentation
K Kushibar, V Campello, L Garrucho, A Linardos, P Radeva, K Lekadir
International Conference on Medical Image Computing and Computer-Assisted …, 2022
132022
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
L Garrucho, K Kushibar, R Osuala, O Diaz, A Catanese, J Del Riego, ...
Frontiers in Oncology 12, 1044496, 2023
122023
Advances in the MIR instrument: Integration, control subsystem and analysis of the flight dynamics for beamsteering purposes
R Onrubia, L Garrucho, D Pascual, H Park, J Querol, A Alonso-Arroyo, ...
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
72015
A review of generative adversarial networks in cancer imaging: new applications
R Osuala, K Kushibar, L Garrucho, A Linardos, Z Szafranowska, S Klein, ...
New Solutions 20, 2021
62021
Pre-to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation
R Osuala, S Joshi, A Tsirikoglou, L Garrucho, WHL Pinaya, O Diaz, ...
arXiv preprint arXiv:2311.10879, 2023
32023
Towards learning contrast kinetics with multi-condition latent diffusion models
R Osuala, D Lang, P Verma, S Joshi, A Tsirikoglou, G Skorupko, ...
arXiv preprint arXiv:2403.13890, 2024
22024
Pre-to post-contrast breast MRI synthesis for enhanced tumour segmentation
R Osuala, S Joshi, A Tsirikoglou, L Garrucho, WHL Pinaya, O Diaz, ...
Medical Imaging 2024: Image Processing 12926, 226-237, 2024
12024
MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations
L Garrucho, CA Reidel, K Kushibar, S Joshi, R Osuala, A Tsirikoglou, ...
arXiv preprint arXiv:2406.13844, 2024
2024
Leveraging epistemic uncertainty to improve tumour segmentation in breast MRI: an exploratory analysis
S Joshi, R Osuala, L Garrucho, A Tsirikoglou, J del Riego, ...
Medical Imaging 2024: Image Processing 12926, 292-300, 2024
2024
Attitude Determination System for a Phased Array Beamformer
L Garrucho Moras
Universitat Politècnica de Catalunya, 2015
2015
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Articles 1–14