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Richard Osuala
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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
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging
K Lekadir, R Osuala, C Gallin, N Lazrak, K Kushibar, G Tsakou, S Aussó, ...
arXiv preprint arXiv:2109.09658, 2021
842021
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
50*2023
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
17*2023
Visualization of patient specific disease risk prediction
R Osuala, O Arandjelović
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
152017
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
K Lekadir, A Feragen, AJ Fofanah, AF Frangi, A Buyx, A Emelie, A Lara, ...
arXiv preprint arXiv:2309.12325, 2023
132023
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
Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification
Z Szafranowska, R Osuala, B Breier, K Kushibar, K Lekadir, O Diaz
16th International Workshop on Breast Imaging (IWBI2022) 12286, 169-177, 2022
112022
Semantic text comparison using artificial intelligence identified source document topics
RO Osuala, CM Lohse, BJ Schaper, M Streile, CE Beller
US Patent 11,669,686, 2023
52023
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
42024
Bringing modern machine learning into clinical practice through the use of intuitive visualization and human–computer interaction
R Osuala, J Li, O Arandjelovic
Augmented Human Research 4 (1), 3, 2019
42019
nn-UNet training on CycleGAN-translated images for cross-modal domain adaptation in biomedical imaging
S Joshi, R Osuala, C Martín-Isla, VM Campello, C Sendra-Balcells, ...
International MICCAI Brainlesion Workshop, 540-551, 2021
32021
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
12024
Revisiting Skin Tone Fairness in Dermatological Lesion Classification
T Kalb, K Kushibar, C Cintas, K Lekadir, O Diaz, R Osuala
Workshop on Clinical Image-Based Procedures, 246-255, 2023
12023
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks
SM Fischer, L Felsner, R Osuala, J Kiechle, DM Lang, JC Peeken, ...
arXiv preprint arXiv:2407.07853, 2024
2024
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
Mitigating annotation shift in cancer classification using single-image generative models
MB Arcas, R Osuala, K Lekadir, O Díaz
17th International Workshop on Breast Imaging (IWBI 2024) 13174, 512-523, 2024
2024
Breast composition measurements from full-field digital mammograms using generative adversarial networks
E García, X Lladó, RM Mann, R Osuala, R Martí
17th International Workshop on Breast Imaging (IWBI 2024) 13174, 181-188, 2024
2024
Selection-based searching using concatenated word and context
RO Osuala, CAM Czasch
US Patent 11,983,208, 2024
2024
Searching a data source using embeddings of a vector space
RO Osuala, DM Stein, A Giovannini
US Patent App. 17/934,590, 2024
2024
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