Miguel Monteiro

ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI

Stefan Winzeck, Arsany Hakim, Richard McKinley et al. · Frontiers in Neurology · 2018 · 169 citations · Full text

Computing, Computer Science, Neurology +17

Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study

Miguel Monteiro, Virginia Newcombe, François Mathieu et al. · The Lancet Digital Health · 2020 · 160 citations · Full text

Medicine, Neurology, Radiology +15

Using Machine Learning to Improve the Prediction of Functional Outcome in Ischemic Stroke Patients

Miguel Monteiro, Ana Catarina Fonseca, Ana T. Freitas et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2018 · 135 citations

Computing, Clinical Sciences, Computer Science +16

Active label cleaning for improved dataset quality under resource constraints

Mélanie Bernhardt, Daniel C. Castro, Ryutaro Tanno et al. · Nature Communications · 2022 · 102 citations · Full text

Computing, Computer Science, Clinical Informatics +14

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty

Miguel Monteiro, Loïc Le Folgoc, Daniel C. Castro et al. · arXiv (Cornell University) · 2020 · 79 citations · Full text

Computing, Computer Science, Radiology +17