| 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 | 150 | 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 | 111 | 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 | 88 | 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 | 87 | 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 | 39 | 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 | 29 | 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 | 24 | 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 | 22 | 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 | 19 | 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 | 12 | 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 | 11 | 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 | 7 | 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 | 4 | 2022 |
| Measuring axiomatic soundness of counterfactual image models M Monteiro, FDS Ribeiro, N Pawlowski, DC Castro, B Glocker arXiv preprint arXiv:2303.01274, 2023 | 3 | 2023 |
| Fully convolutional neural network for 3D stroke lesion segmentation M Monteiro, AL Oliveira Ischemic Stroke Lesion Segmentation–ISLES challenge 2017, held in …, 2017 | 3 | 2017 |
| Forecasting Traffic and Balancing Load for Quality Driven LTE Networks M Monteiro Instituto Superior Tcnico, 2016 | 3 | 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 | 2 | 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 | 1 | 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 | 1 | 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 | 1 | 2022 |
Ben GlockerImperial College LondonVerified email at imperial.ac.uk
