Miguel Monteiro
Miguel Monteiro
PhD student at Imperial College London - BioMedIA group
Verified email at
Cited by
Cited by
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ...
Frontiers in neurology 9, 679, 2018
Using machine learning to improve the prediction of functional outcome in ischemic stroke patients
M Monteiro, AC Fonseca, AT Freitas, TP e Melo, AP Francisco, JM Ferro, ...
IEEE/ACM transactions on computational biology and bioinformatics 15 (6 …, 2018
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study
M Monteiro, VFJ Newcombe, F Mathieu, K Adatia, K Kamnitsas, ...
The Lancet Digital Health 2 (6), e314-e322, 2020
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
Active label cleaning for improved dataset quality under resource constraints
M Bernhardt, DC Castro, R Tanno, A Schwaighofer, KC Tezcan, ...
Nature communications 13 (1), 1161, 2022
Conditional random fields as recurrent neural networks for 3d medical imaging segmentation
M Monteiro, MAT Figueiredo, AL Oliveira
arXiv preprint arXiv:1807.07464, 2018
Impact of antithrombotic agents on radiological lesion progression in acute traumatic brain injury: A CENTER-TBI propensity-matched cohort analysis
F Mathieu, H Guting, B Gravesteijn, M Monteiro, B Glocker, ...
Journal of Neurotrauma, 2020
Relationship of admission blood proteomic biomarkers levels to lesion type and lesion burden in traumatic brain injury: A CENTER-TBI study
DP Whitehouse, M Monteiro, E Czeiter, TV Vyvere, F Valerio, Z Ye, ...
EBioMedicine 75, 2022
Diffuse intracranial injury patterns are associated with impaired cerebrovascular reactivity in adult traumatic brain injury: a CENTER-TBI validation study
FA Zeiler, F Mathieu, M Monteiro, B Glocker, A Ercole, E Beqiri, ...
Journal of Neurotrauma 37 (14), 1597-1608, 2020
Systemic markers of injury and injury response are not associated with impaired cerebrovascular reactivity in adult traumatic brain injury: a Collaborative European Neurotrauma …
FA Zeiler, F Mathieu, M Monteiro, B Glocker, A Ercole, M Cabeleira, ...
Journal of Neurotrauma 38 (7), 870-878, 2021
Relationship between measures of cerebrovascular reactivity and intracranial lesion progression in acute TBI patients: a CENTER-TBI study
F Mathieu, FA Zeiler, A Ercole, M Monteiro, K Kamnitsas, B Glocker, ...
Journal of Neurotrauma, 2020
Tbi lesion segmentation in head ct: Impact of preprocessing and data augmentation
M Monteiro, K Kamnitsas, E Ferrante, F Mathieu, S McDonagh, S Cook, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury
M Rosnati, E Soreq, M Monteiro, L Li, NSN Graham, K Zimmerman, ...
International Workshop on Machine Learning in Clinical Neuroimaging, 135-146, 2022
Measuring axiomatic soundness of counterfactual image models
M Monteiro, FDS Ribeiro, N Pawlowski, DC Castro, B Glocker
arXiv preprint arXiv:2303.01274, 2023
Fully convolutional neural network for 3D stroke lesion segmentation
M Monteiro, AL Oliveira
Ischemic Stroke Lesion Segmentation–ISLES challenge 2017, held in …, 2017
Forecasting Traffic and Balancing Load for Quality Driven LTE Networks
M Monteiro
Instituto Superior Tcnico, 2016
Improving the Prediction of Functional Outcome in Ischemic Stroke Patients
M Monteiro, AC Fonseca, AT Freitas, TP e Melo, AP Francisco, JM Ferro, ...
Proceedings of International Workshop on Data Mining in Bioinformatics …, 2017
High fidelity image counterfactuals with probabilistic causal models
FDS Ribeiro, T Xia, M Monteiro, N Pawlowski, B Glocker
arXiv preprint arXiv:2306.15764, 2023
Quantification of Hydrolytic Sugars from Eucalyptus globulus Bio-Oil Aqueous Solution after Thermochemical Liquefaction
L Silva, S Orišková, D Gonçalves, I Paulo, J Condeço, M Monteiro, ...
Forests 14 (4), 799, 2023
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation
M Rosnati, FDS Ribeiro, M Monteiro, DC de Castro, B Glocker
arXiv preprint arXiv:2211.01886, 2022
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