Benjamin Hou
Benjamin Hou
Verified email at imperial.ac.uk
Title
Cited by
Cited by
Year
Evaluating reinforcement learning agents for anatomical landmark detection
A Alansary, O Oktay, Y Li, L Le Folgoc, B Hou, G Vaillant, K Kamnitsas, ...
Medical image analysis 53, 156-164, 2019
602019
Predicting slice-to-volume transformation in presence of arbitrary subject motion
B Hou, A Alansary, S McDonagh, A Davidson, M Rutherford, JV Hajnal, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
352017
3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images
B Hou, B Khanal, A Alansary, S McDonagh, A Davidson, M Rutherford, ...
IEEE Transactions on Medical Imaging, 2018
292018
Standard plane detection in 3d fetal ultrasound using an iterative transformation network
Y Li, B Khanal, B Hou, A Alansary, JJ Cerrolaza, M Sinclair, J Matthew, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
272018
Automatic view planning with multi-scale deep reinforcement learning agents
A Alansary, L Le Folgoc, G Vaillant, O Oktay, Y Li, W Bai, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
262018
Context-sensitive super-resolution for fast fetal magnetic resonance imaging
S McDonagh, B Hou, A Alansary, O Oktay, K Kamnitsas, M Rutherford, ...
Molecular imaging, reconstruction and analysis of moving body organs, and …, 2017
252017
Weakly supervised estimation of shadow confidence maps in fetal ultrasound imaging
Q Meng, M Sinclair, V Zimmer, B Hou, M Rajchl, N Toussaint, O Oktay, ...
IEEE transactions on medical imaging 38 (12), 2755-2767, 2019
202019
Geomstats: A Python Package for Riemannian Geometry in Machine Learning
N Miolane, N Guigui, A Le Brigant, J Mathe, B Hou, Y Thanwerdas, ...
Journal of Machine Learning Research 21 (223), 1-9, 2020
162020
Computing CNN loss and gradients for pose estimation with Riemannian geometry
B Hou, N Miolane, B Khanal, MCH Lee, A Alansary, S McDonagh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
132018
Deep pose estimation for image-based registration
B Hou, N Miolane, B Khanal, M Lee, A Alansary, S McDonagh, J Hajnal, ...
72018
Injection Moulded Microneedle Sensor for Real-Time Wireless pH Monitoring
KB Mirza, C Zuliani, B Hou, FS Ng, P Nicholas S., C Toumazou
IEEE Engineering in Medicine and Biology Society, 2017
52017
Deep learning for cardiac motion estimation: Supervised vs. unsupervised training
H Qiu, C Qin, L Le Folgoc, B Hou, J Schlemper, D Rueckert
International Workshop on Statistical Atlases and Computational Models of …, 2019
42019
Automatic shadow detection in 2d ultrasound images
Q Meng, C Baumgartner, M Sinclair, J Housden, M Rajchl, A Gomez, ...
Data Driven Treatment Response Assessment and Preterm, Perinatal, and …, 2018
42018
Standard Plane Localisation in 3D Fetal Ultrasound Using Network with Geometric and Image Loss
Y Li, JJ Cerrolaza, M Sinclair, B Hou, A Alansary, B Khanal, J Matthew, ...
22018
Detecting Outliers with Foreign Patch Interpolation
J Tan, B Hou, J Batten, H Qiu, B Kainz
arXiv preprint arXiv:2011.04197, 2020
12020
EchoFusion: tracking and reconstruction of objects in 4D freehand ultrasound imaging without external trackers
B Khanal, A Gomez, N Toussaint, S McDonagh, V Zimmer, E Skelton, ...
Data Driven Treatment Response Assessment and Preterm, Perinatal, and …, 2018
12018
Image-based registration in canonical atlas space
B Hou, B Khanal, A Alansary, S McDonagh, A Davidson, M Rutherford, ...
12018
Poder, autoridade e codificação das leis na “Cidade na Colina”: a Baia do Massachusetts entre 1630 e 1648
M Soubbotnik
Dimensões, 52-86, 2013
12013
Synthesis of Diabetic Retina Fundus Images Using Semantic Label Generation
JH Son, A Alansary, D Rueckert, B Kainz, B Hou
2021
3D Probabilistic Segmentation and Volumetry from 2D projection images
A Vlontzos, S Budd, B Hou, D Rueckert, B Kainz
International Workshop on Thoracic Image Analysis, 48-57, 2020
2020
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Articles 1–20