Mattias P. Heinrich‬

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

Computing, Computer Science, Radiology +17

Attention gated networks: Learning to leverage salient regions in medical images

Jo Schlemper, Ozan Oktay, Michiel Schaap et al. · Medical Image Analysis · 2019 · 1.9K citations · Full text

Computing, Computer Science, Radiology +17

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas et al. · IEEE Transactions on Medical Imaging · 2017 · 739 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration

Mattias P. Heinrich‬, Mark Jenkinson, Manav Bhushan et al. · Medical Image Analysis · 2012 · 697 citations

Computing, Maxillofacial Radiology, Computer Vision +11

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