Publications
Computing {CNN} Loss and Gradients for Pose Estimation with RiemannianGeometry
Benjamin Hou andNina Miolane andBishesh Khanal andMatthew C. H. Lee andAmir Alansary andSteven G. McDonagh andJoseph V. Hajnal andDaniel Rueckert andBen Glocker andBernhard Kainz , Medical Image Computing and Computer Assisted Intervention - MICCAI2018 - 21st International Conference, Granada, Spain, September 16-20,2018, Proceedings, Part I, volume 11070, pp.756–764, 2018
Attention U-Net: Learning Where to Look for the Pancreas
Ozan Oktay andJo Schlemper andLo"ic Le Folgoc andMatthew C. H. Lee andMattias P. Heinrich andKazunari Misawa andKensaku Mori andSteven G. McDonagh andNils Y. Hammerla andBernhard Kainz andBen Glocker andDaniel Rueckert , CoRR, volume abs/1804.03999, 2018
Computing {CNN} Loss and Gradients for Pose Estimation with RiemannianGeometry
Benjamin Hou andNina Miolane andBishesh Khanal andMatthew C. H. Lee andAmir Alansary andSteven G. McDonagh andJoseph V. Hajnal andDaniel Rueckert andBen Glocker andBernhard Kainz , CoRR, volume abs/1805.01026, 2018
Automatic View Planning with Multi-scale Deep Reinforcement LearningAgents
Amir Alansary andLo"ic Le Folgoc andGhislain Vaillant andOzan Oktay andYuanwei Li andWenjia Bai andJonathan Passerat-Palmbach andRicardo Guerrero andKonstantinos Kamnitsas andBenjamin Hou andSteven G. McDonagh andBen Glocker andBernhard Kainz andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2018 - 21st International Conference, Granada, Spain, September 16-20,2018, Proceedings, Part I, volume 11070, pp.277–285, 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D FreehandUltrasound Imaging Without External Trackers
Bishesh Khanal andAlberto G'omez andNicolas Toussaint andSteven G. McDonagh andVeronika A. M. Zimmer andEmily Skelton andJacqueline Matthew andDaniel Grzech andRobert Wright andChandni Gupta andBenjamin Hou andDaniel Rueckert andJulia A. Schnabel andBernhard Kainz , Data Driven Treatment Response Assessment - and - Preterm, Perinatal,and Paediatric Image Analysis - First International Workshop, DATRA2018 - and - Third International Workshop, PIPPI 2018, Held in Conjunctionwith MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings, volume 11076, pp.117–127, 2018
Automatic View Planning with Multi-scale Deep Reinforcement LearningAgents
Amir Alansary andLo"ic Le Folgoc andGhislain Vaillant andOzan Oktay andYuanwei Li andWenjia Bai andJonathan Passerat-Palmbach andRicardo Guerrero andKonstantinos Kamnitsas andBenjamin Hou andSteven G. McDonagh andBen Glocker andBernhard Kainz andDaniel Rueckert , CoRR, volume abs/1806.03228, 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D FreehandUltrasound Imaging without External Trackers
Bishesh Khanal andAlberto G'omez andNicolas Toussaint andSteven G. McDonagh andVeronika A. Zimmer andEmily Skelton andJacqueline Matthew andDaniel Grzech andRobert Wright andChandni Gupta andBenjamin Hou andDaniel Rueckert andJulia A. Schnabel andBernhard Kainz , CoRR, volume abs/1807.10583, 2018
3-D Reconstruction in Canonical Co-Ordinate Space From ArbitrarilyOriented 2-D Images
Benjamin Hou andBishesh Khanal andAmir Alansary andSteven G. McDonagh andAlice Davidson andMary A. Rutherford andJoseph V. Hajnal andDaniel Rueckert andBen Glocker andBernhard Kainz , IEEE Trans. Med. Imaging, volume 37, pp.1737–1750, 2018
Predicting Slice-to-Volume Transformation in Presence of ArbitrarySubject Motion
Benjamin Hou andAmir Alansary andSteven G. McDonagh andAlice Davidson andMary A. Rutherford andJoseph V. Hajnal andDaniel Rueckert andBen Glocker andBernhard Kainz , Medical Image Computing and Computer Assisted Intervention - MICCAI2017 - 20th International Conference, Quebec City, QC, Canada, September11-13, 2017, Proceedings, Part II, volume 10434, pp.296–304, 2017
Predicting Slice-to-Volume Transformation in Presence of ArbitrarySubject Motion
Benjamin Hou andAmir Alansary andSteven G. McDonagh andDaniel Rueckert andBen Glocker andBernhard Kainz , CoRR, volume abs/1702.08891, 2017