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  • Currently displaying 121 - 140 of 1302 publications
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning.
M van Eijnatten, L Rundo, KJ Batenburg, F Lucka, E Beddowes, C Caldas, FA Gallagher, E Sala, C-B Schönlieb, R Woitek
– Computer Methods and Programs in Biomedicine
(2021)
208,
106261
(doi: 10.1016/j.cmpb.2021.106261)
Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement
ML Hänel, C-B Schönlieb
– IEEE Sensors Journal
(2021)
22,
5278
(doi: 10.1109/JSEN.2021.3086037)
Choose Your Path Wisely: Gradient Descent in a Bregman Distance Framework
M Benning, MM Betcke, MJ Ehrhardt, C-B Schönlieb
– SIAM Journal on Imaging Sciences
(2021)
14,
814
(doi: 10.1137/20m1357500)
Redevelopment of the Predict: Breast Cancer website and recommendations for developing interfaces to support decision-making.
GD Farmer, M Pearson, WJ Skylark, ALJ Freeman, DJ Spiegelhalter
– Cancer Medicine
(2021)
10,
5141
(doi: 10.1002/cam4.4072)
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation
H Peng, AI Aviles-Rivero, C-B Schönlieb
– 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
(2021)
00,
72
(doi: 10.1109/WACV51458.2022.00015)
Deep learning as optimal control problems
M Benning, E Celledoni, MJ Ehrhardt, B Owren, C-B Schönlieb
– IFAC-PapersOnLine
(2021)
54,
620
(doi: 10.1016/j.ifacol.2021.06.124)
Structure-preserving deep learning
E CELLEDONI, MJ EHRHARDT, C ETMANN, RI MCLACHLAN, B OWREN, C-B SCHONLIEB, F SHERRY
– European Journal of Applied Mathematics
(2021)
32,
888
(doi: 10.1017/s0956792521000139)
A new computational framework for log-concave density estimation
W Chen, R Mazumder, RJ Samworth
(2021)
(link to publication)
SARS-CoV-2: The second wave in Europe
AS Fokas, GA Kastis
– Journal of Medical Internet Research
(2021)
23,
e22431
(doi: 10.2196/22431)
Factors associated with deaths due to COVID-19 versus other causes: population-based cohort analysis of UK primary care data and linked national death registrations within the OpenSAFELY platform.
K Bhaskaran, S Bacon, SJ Evans, CJ Bates, CT Rentsch, B MacKenna, L Tomlinson, AJ Walker, A Schultze, CE Morton, D Grint, A Mehrkar, RM Eggo, P Inglesby, IJ Douglas, HI McDonald, J Cockburn, EJ Williamson, D Evans, HJ Curtis, WJ Hulme, J Parry, F Hester, S Harper, D Spiegelhalter, L Smeeth, B Goldacre
– The Lancet Regional Health - Europe
(2021)
6,
100109
(doi: 10.1016/j.lanepe.2021.100109)
How well did experts and laypeople forecast the size of the COVID-19 pandemic?
G Recchia, ALJ Freeman, D Spiegelhalter
– PloS one
(2021)
16,
e0250935
(doi: 10.1371/journal.pone.0250935)
A unifying tutorial on Approximate Message Passing.
OY Feng, R Venkataramanan, C Rush, RJ Samworth
(2021)
(link to publication)
Bounding distributional errors via density ratios
L Dümbgen, RJ Samworth, JA Wellner
– Bernoulli
(2021)
27,
818
(doi: 10.3150/20-bej1256)
Adversarially Learned Iterative Reconstruction for Imaging Inverse Problems
S Mukherjee, O Öktem, C-B Schönlieb
– Lecture Notes in Computer Science
(2021)
12679 LNCS,
540
(doi: 10.1007/978-3-030-75549-2_43)
Communicating personalized risks from COVID-19: guidelines from an empirical study.
ALJ Freeman, J Kerr, G Recchia, CR Schneider, ACE Lawrence, L Finikarides, G Luoni, S Dryhurst, D Spiegelhalter
– Royal Society Open Science
(2021)
8,
201721
(doi: 10.1098/rsos.201721)
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
G Wang, X Liu, J Shen, C Wang, Z Li, L Ye, X Wu, T Chen, K Wang, X Zhang, Z Zhou, J Yang, Y Sang, R Deng, W Liang, T Yu, M Gao, J Wang, Z Yang, H Cai, G Lu, L Zhang, L Yang, W Xu, W Wang, A Olvera, I Ziyar, C Zhang, O Li, W Liao, J Liu, W Chen, W Chen, J Shi, L Zheng, L Zhang, Z Yan, X Zou, G Lin, G Cao, LL Lau, L Mo, Y Liang, M Roberts, E Sala, C-B Schönlieb, M Fok, JY-N Lau, T Xu, J He, K Zhang, W Li, T Lin
– Nature Biomedical Engineering
(2021)
5,
509
(doi: 10.1038/s41551-021-00704-1)
The effects of quality of evidence communication on perception of public health information about COVID-19: two randomised controlled trials
CR Schneider, ALJ Freeman, D Spiegelhalter, S van der Linden
(2021)
2021.04.07.21255010
(doi: 10.1101/2021.04.07.21255010)
Single-dose BNT162b2 vaccine protects against asymptomatic SARS-CoV-2 infection.
NK Jones, L Rivett, S Seaman, RJ Samworth, B Warne, C Workman, M Ferris, J Wright, N Quinnell, A Shaw, Cambridge COVID-19 Collaboration, IG Goodfellow, PJ Lehner, R Howes, G Wright, NJ Matheson, MP Weekes
– Elife
(2021)
10,
e68808
(doi: 10.7554/eLife.68808)
High-dimensional nonparametric density estimation via symmetry and shape constraints
M Xu, R Samworth
– The Annals of Statistics
(2021)
49,
650
(doi: 10.1214/20-aos1972)
Dynamic spectral residual superpixels
J Zhang, AI Aviles-Rivero, D Heydecker, X Zhuang, R Chan, C-B Schönlieb
– Pattern Recognition
(2021)
112,
107705
(doi: 10.1016/j.patcog.2020.107705)

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