David Robben

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 · 518 citations · Full text

Engineering, Cerebrovascular Disease, Isles 2015 +17

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 · 162 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +28

ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset

Moritz Roman Hernández Petzsche, Ezequiel de la Rosa, Uta Hanning et al. · Scientific Data · 2022 · 150 citations · Full text

Benefits of deep learning for delineation of organs at risk in head and neck cancer

Julie van der Veen, Siri Willems, Sarah Deschuymer et al. · Radiotherapy and Oncology · 2019 · 124 citations · Full text

Convolutional Neural Network, Neck Cancer, Engineering +13

Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning

David Robben, Anna M.M. Boers, Henk A. Marquering et al. · Medical Image Analysis · 2019 · 87 citations · Full text

Computed Tomography, Convolutional Neural Network, Engineering +14