Artigos com autorizações de acesso público - Daniel Coelho de CastroSaiba mais
19 artigos disponíveis publicamente
Domain Generalization via Model-Agnostic Learning of Semantic Features
Q Dou, DC Castro, K Kamnitsas, B Glocker
Advances in Neural Information Processing Systems 32, 6447-6458, 2019
Autorizações: UK Engineering and Physical Sciences Research Council, European Commission
Causality matters in medical imaging
DC Castro, I Walker, B Glocker
Nature Communications 11 (3673), 2020
Autorizações: UK Natural Environment Research Council, European Commission
Deep Structural Causal Models for Tractable Counterfactual Inference
N Pawlowski*, DC Castro*, B Glocker
Advances in Neural Information Processing Systems 33, 857-869, 2020
Autorizações: UK Engineering and Physical Sciences Research Council, European Commission
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty
M Monteiro, L Le Folgoc, DC Castro, N Pawlowski, B Marques, ...
Advances in Neural Information Processing Systems 33, 12756-12767, 2020
Autorizações: UK Engineering and Physical Sciences Research Council, European Commission
Semi-Supervised Learning via Compact Latent Space Clustering
K Kamnitsas, DC Castro, LL Folgoc, I Walker, R Tanno, D Rueckert, ...
International Conference on Machine Learning (ICML) 80, 2464-2473, 2018
Autorizações: UK Engineering and Physical Sciences Research Council, UK Natural …
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning
DC Castro, J Tan, B Kainz, E Konukoglu, B Glocker
Journal of Machine Learning Research 20 (178), 1-20, 2019
Autorizações: European Commission
Cardiac MR segmentation from undersampled k-space using deep latent representation learning
J Schlemper, O Oktay, W Bai, DC Castro, J Duan, C Qin, JV Hajnal, ...
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 259-267, 2018
Autorizações: UK Engineering and Physical Sciences Research Council
Bayesian deep learning for accelerated MR image reconstruction
J Schlemper, DC Castro, W Bai, C Qin, O Oktay, J Duan, AN Price, ...
Machine Learning for Medical Image Reconstruction: First International …, 2018
Autorizações: UK Engineering and Physical Sciences Research Council
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology
N Yildirim, H Richardson, MT Wetscherek, J Bajwa, J Jacob, MA Pinnock, ...
Conference on Human Factors in Computing Systems (CHI) 2024, 444, 2024
Autorizações: National Institute for Health Research, UK, Wellcome Trust
A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging
C Jones, DC Castro, FDS Ribeiro, O Oktay, M McCradden, B Glocker
Nature Machine Intelligence 6, 138-146, 2024
Autorizações: UK Engineering and Physical Sciences Research Council
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks
R Robinson, Q Dou, DC Castro, K Kamnitsas, M de Groot, RM Summers, ...
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 710-719, 2020
Autorizações: US National Institutes of Health, UK Engineering and Physical Sciences …
Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata-and Data-driven Reasoning
A Abdulaal, N Montana-Brown, T He, A Ijishakin, I Drobnjak, DC Castro, ...
International Conference on Learning Representations 2023, 2023
Autorizações: UK Engineering and Physical Sciences Research Council, National Institute …
Deep Structural Causal Shape Models
R Rasal, DC Castro, N Pawlowski, B Glocker
ECCV 2022 Workshop on Causality in Vision, 2022
Autorizações: European Commission
Nonparametric Density Flows for MRI Intensity Normalisation
DC Castro, B Glocker
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 206-214, 2018
Autorizações: European Commission
Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology
K Bouzid, H Sharma, S Killcoyne, DC Castro, A Schwaighofer, M Ilse, ...
Nature Communications 15 (2026), 2024
Autorizações: Cancer Research UK, National Institute for Health Research, UK, UK Research …
Deep Structural Causal Modelling of the Clinical and Radiological Phenotype of Alzheimer’s Disease
A Abdulaal, DC Castro, DC Alexander
NeurIPS 2022 Workshop on Causality for Real-world Impact, 2022
Autorizações: UK Engineering and Physical Sciences Research Council, National Institute …
Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology
A Thieme, A Rajamohan, B Cooper, H Groombridge, R Simister, B Wong, ...
ACM Transactions on Computer-Human Interaction, forthcoming, 2024
Autorizações: National Institute for Health Research, UK, Wellcome Trust
A Framework for Generating 3D Shape Counterfactuals
R Rasal, DC Castro, N Pawlowski, B Glocker
Geometric Deep Learning in Medical Image Analysis (Extended abstracts), 2022
Autorizações: European Commission
Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing
L Le Folgoc, DC Castro, J Tan, B Khanal, K Kamnitsas, I Walker, ...
Information Processing in Medical Imaging (IPMI), 221-234, 2019
Autorizações: UK Engineering and Physical Sciences Research Council, UK Natural …
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