Bernhard Kainz

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

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai, Matthew Sinclair, Giacomo Tarroni et al. · Journal of Cardiovascular Magnetic Resonance · 2018 · 773 citations · Full text

Medicine, Cardiology, 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

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

Martin Rajchl, Matthew Chung Hai Lee, Ozan Oktay et al. · IEEE Transactions on Medical Imaging · 2016 · 417 citations · Full text

Computing, Computer Science, Radiology +16