Matthias Wilms

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

Oskar Maier, Bjoern Menze, Janina von der Gablentz et al. · Medical Image Analysis · 2016 · 531 citations · Full text

Medicine, Biomedical Engineering, Radiology +16

Extra Tree forests for sub-acute ischemic stroke lesion segmentation in MR sequences

Oskar Maier, Matthias Wilms, Janina von der Gablentz et al. · Journal of Neuroscience Methods · 2014 · 167 citations

Medicine, Neurology, Neuroscience +10

Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

Milton Camacho, Matthias Wilms, Pauline Mouchès et al. · NeuroImage Clinical · 2023 · 74 citations · Full text

Medicine, Neurology, Neuroscience +17

Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions

Pauline Mouchès, Matthias Wilms, Deepthi Rajashekar et al. · Human Brain Mapping · 2022 · 59 citations · Full text

Medicine, Neurology, Neuroscience +17

Model-Based Sparse-to-Dense Image Registration for Realtime Respiratory Motion Estimation in Image-Guided Interventions

In Young Ha, Matthias Wilms, Heinz Handels et al. · IEEE Transactions on Biomedical Engineering · 2018 · 43 citations

Medicine, Biomedical Engineering, Radiology +17