Ryutaro Tanno
Ryutaro Tanno
PhD student, University College London; Microsoft Research Cambridge
Verified email at ucl.ac.uk - Homepage
TitleCited byYear
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
R Tanno, D E. Worrall, A Ghosh, E Kaden, S N. Sotiropoulos, A Criminisi, ...
Medical Image Computing and Computer Assisted Intervention (MICCAI), Young …, 2017
462017
Image quality transfer and applications in diffusion MRI
DC Alexander, D Zikic, A Ghosh, R Tanno, V Wottschel, J Zhang, E Kaden, ...
Neuroimage 152, 283-298, 2017
362017
Adaptive Neural Trees
R Tanno, K Arulkumaran, DC Alexander, A Criminisi, A Nori
International Conference on Machine Learning (ICML), 2019
192019
Semi-Supervised Learning via Compact Latent Space Clustering
K Kamnitsas, DC Castro, LL Folgoc, I Walker, R Tanno, D Rueckert, ...
International Conference on Machine Learning (ICML), 2018, 2018
172018
Bayesian Image Quality Transfer
R Tanno, A Ghosh, F Grussu, E Kaden, A Criminisi, DC Alexander
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 …, 2016
172016
Deeper image quality transfer: Training low-memory neural networks for 3D images
SB Blumberg, R Tanno, I Kokkinos, DC Alexander
International Conference on Medical Image Computing and Computer-Assisted …, 2018
122018
Uncertainty in Multitask Learning: Joint Representations for Probabilistic MR-only Radiotherapy Planning
F J.S. Bragman, R Tanno, Z Eaton-Rosen, W Li, D J. Hawkes, S Ourselin, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
11*2018
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms
CMW Tax, F Grussu, E Kaden, L Ning, U Rudrapatna, CJ Evans, ...
NeuroImage 195, 285-299, 2019
10*2019
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion
R Tanno, A Saeedi, S Sankaranarayanan, DC Alexander, N Silberman
Conference on Computer Vision and Pattern Recognition (CVPR), 2019, 2019
42019
Tapering analysis of airways with bronchiectasis
K Quan, RJ Shipley, R Tanno, G McPhillips, V Vavourakis, D Edwards, ...
SPIE Medical Imaging 10574, 2018
42018
AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics
R Tanno, A Makropoulos, S Arslan, O Oktay, S Mischkewitz, F Al-Noor, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
22018
Multi-Stage Prediction Networks for Data Harmonization
SB Blumberg, M Palombo, CS Khoo, CMW Tax, R Tanno, DC Alexander
International Conference on Medical Image Computing and Computer-Assisted …, 2019
12019
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures
H Greenspan, R Tanno, M Erdt, T Arbel, C Baumgartner, A Dalca, ...
Springer, 2019
2019
Learning Task-Specific and Shared Representations in Medical Imaging
FJS Bragman, R Tanno, S Ourselin, DC Alexander, MJ Cardoso
International Conference on Medical Image Computing and Computer-Assisted …, 2019
2019
Modelling Airway Geometry as Stock Market Data Using Bayesian Changepoint Detection
K Quan, R Tanno, M Duong, A Nair, R Shipley, M Jones, C Brereton, ...
International Workshop on Machine Learning in Medical Imaging, 345-354, 2019
2019
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator
H Lin, M Figini, R Tanno, SB Blumberg, E Kaden, G Ogbole, BJ Brown, ...
arXiv preprint arXiv:1909.06763, 2019
2019
Let's agree to disagree: learning highly debatable multirater labelling
CH Sudre, BG Anson, S Ingala, CD Lane, D Jimenez, L Haider, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
2019
Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
K Quan, R Tanno, RJ Shipley, JS Brown, J Jacob, JR Hurst, DJ Hawkes
Journal of Medical Imaging 6 (3), 034003, 2019
2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels
FJS Bragman*, R Tanno*, S Ourselin, DC Alexander, MJ Cardoso
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2019
2019
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement
R Tanno, D E. Worrall, E Kaden, A Gosh, F Grussu, A Bizzi, ...
arXiv preprint arXiv:1907.13418, 2019
2019
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Articles 1–20