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Ashay Patel
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Generative AI for Medical Imaging: extending the MONAI Framework
WHL Pinaya, MS Graham, E Kerfoot, PD Tudosiu, J Dafflon, V Fernandez, ...
arXiv preprint arXiv:2307.15208, 2023
262023
A divide and conquer approach to maximise deep learning mammography classification accuracies
A Jaamour, C Myles, A Patel, SJ Chen, L McMillan, D Harris-Birtill
Plos one 18 (5), e0280841, 2023
72023
Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection
A Patel, PD Tudosiu, WHL Pinaya, G Cook, V Goh, S Ourselin, ...
MICCAI Workshop on Deep Generative Models, 14-23, 2022
72022
Latent Transformer Models for out-of-distribution detection
MS Graham, PD Tudosiu, P Wright, WHL Pinaya, P Teikari, A Patel, ...
Medical Image Analysis 90, 102967, 2023
12023
Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking
A Patel, PD Tudosiu, WHL Pinaya, MS Graham, O Adeleke, G Cook, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Texture-based analysis of fetal organs in fetal growth restriction
AM Zeidan, PR Gilliland, A Patel, Z Ou, D Flouri, N Mufti, K Maksym, ...
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2021
12021
Resolution and Field of View Invariant Generative Modelling with Latent Diffusion Models
A Patel, MS Graham, V Goh, S Ourselin, MJ Cardoso
Medical Imaging with Deep Learning, 2024
2024
Geometry-Invariant Abnormality Detection
A Patel, PD Tudosiu, WHL Pinaya, O Adeleke, G Cook, V Goh, S Ourselin, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction
AM Zeidan, PR Gilliland, A Patel, Z Ou, D Flouri, N Mufti, K Maksym, ...
Machine Learning for Biomedical Imaging 1 (PIPPI 2021 special issue), 1-37, 2023
2023
Texture-Based Analysis of the Placenta and Fetal Liver: Application to Fetal Growth Restriction
AM Zeidan, P Ramirez-Gilliland, A Patel, Z Ou, D Flouri, N Mufti, ...
REPRODUCTIVE SCIENCES 29 (SUPPL 1), 225-225, 2022
2022
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