64 citations
- Imperial College LondonGB3 papers
- Brigham and Women's HospitalUS2 papers
- King's College LondonGB2 papers
- Onze Lieve Vrouwziekenhuis HospitalBE2 papers
- British Heart FoundationGB1 paper
- Cornell UniversityUS1 paper
- Guy's and St Thomas' NHS Foundation TrustGB1 paper
- Harvard UniversityUS1 paper
- Heriot-Watt UniversityGB1 paper
- IIT@MITUS1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Karolinska InstitutetSE1 paper
Showing 2018Show all
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cs.CV2018★ 12 cited
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images
Jo Schlemper, Ozan Oktay, Michiel Schaap +4
We propose a novel attention gate (AG) model for medical image analysis that automatically learns to focus on target structures of varying shapes and sizes. Models trained with AGs…
cs.CV2018
Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
Benjamin Hou, Nina Miolane, Bishesh Khanal +7
Pose estimation, i.e. predicting a 3D rigid transformation with respect to a fixed co-ordinate frame in, SE(3), is an omnipresent problem in medical image analysis with application…