Artigos com autorizações de acesso público - Nick PawlowskiSaiba mais
18 artigos disponíveis publicamente
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation
K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
Autorizações: UK Engineering and Physical Sciences Research Council, AXA Research Fund, France
Deep structural causal models for tractable counterfactual inference
N Pawlowski, D Coelho de Castro, B Glocker
Advances in neural information processing systems 33, 857-869, 2020
Autorizações: UK Engineering and Physical Sciences Research Council, European Commission
Multi-modal learning from unpaired images: Application to multi-organ segmentation in CT and MRI
VV Valindria, N Pawlowski, M Rajchl, I Lavdas, EO Aboagye, AG Rockall, ...
2018 IEEE winter conference on applications of computer vision (WACV), 547-556, 2018
Autorizações: UK Engineering and Physical Sciences Research Council, UK Medical Research …
Stochastic segmentation networks: Modelling spatially correlated aleatoric uncertainty
M Monteiro, L Le Folgoc, D Coelho de 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
TETRIS: Template transformer networks for image segmentation with shape priors
MCH Lee, K Petersen, N Pawlowski, B Glocker, M Schaap
IEEE transactions on medical imaging 38 (11), 2596-2606, 2019
Autorizações: UK Engineering and Physical Sciences Research Council
Feature control as intrinsic motivation for hierarchical reinforcement learning
N Dilokthanakul, C Kaplanis, N Pawlowski, M Shanahan
IEEE transactions on neural networks and learning systems 30 (11), 3409-3418, 2019
Autorizações: UK Engineering and Physical Sciences Research Council
Automating morphological profiling with generic deep convolutional networks
N Pawlowski, JC Caicedo, S Singh, AE Carpenter, A Storkey
BioRxiv, 085118, 2016
Autorizações: US National Science Foundation
Unsupervised lesion detection in brain CT using bayesian convolutional autoencoders
N Pawlowski, MCH Lee, M Rajchl, S McDonagh, E Ferrante, K Kamnitsas, ...
Autorizações: UK Engineering and Physical Sciences Research Council
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, R Stanforth, N Pawlowski, ...
Nature Medicine 29 (7), 1814-1820, 2023
Autorizações: US National Institutes of Health, Cancer Research UK
CytoGAN: generative modeling of cell images
P Goldsborough, N Pawlowski, JC Caicedo, S Singh, AE Carpenter
BioRxiv, 227645, 2017
Autorizações: US National Science Foundation, UK Engineering and Physical Sciences …
A portable diagnostic device for cardiac magnetic field mapping
JW Mooney, S Ghasemi-Roudsari, ER Banham, C Symonds, ...
Biomedical Physics & Engineering Express 3 (1), 015008, 2017
Autorizações: Wellcome Trust
Simultaneous missing value imputation and structure learning with groups
P Morales-Alvarez, W Gong, A Lamb, S Woodhead, S Peyton Jones, ...
Advances in Neural Information Processing Systems 35, 20011-20024, 2022
Autorizações: Government of Spain
Representation disentanglement for multi-task learning with application to fetal ultrasound
Q Meng, N Pawlowski, D Rueckert, B Kainz
Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image …, 2019
Autorizações: Wellcome Trust
Deep structural causal shape models
R Rasal, DC Castro, N Pawlowski, B Glocker
European Conference on Computer Vision, 400-432, 2022
Autorizações: European Commission
Normative ascent with local gaussians for unsupervised lesion detection
X Chen, N Pawlowski, B Glocker, E Konukoglu
Medical Image Analysis 74, 102208, 2021
Autorizações: Swiss National Science Foundation
Exploring healthy retinal aging with deep learning
MJ Menten, R Holland, O Leingang, H Bogunović, AM Hagag, R Kaye, ...
Ophthalmology Science 3 (3), 100294, 2023
Autorizações: National Institute for Health Research, UK, Wellcome Trust
Improving image-based precision medicine with uncertainty-aware causal models
J Durso-Finley, JP Falet, R Mehta, DL Arnold, N Pawlowski, T Arbel
International Conference on Medical Image Computing and Computer-Assisted …, 2023
Autorizações: Natural Sciences and Engineering Research Council of Canada, Multiple …
A Framework for Generating 3D Shape Counterfactuals
RR Rasal, DC Castro, N Pawlowski, B Glocker
Geometric Deep Learning in Medical Image Analysis (Extended abstracts), 2022
Autorizações: European Commission
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