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  • Currently displaying 161 - 180 of 1413 publications
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions.
Y Nan, JD Ser, S Walsh, C Schönlieb, M Roberts, I Selby, K Howard, J Owen, J Neville, J Guiot, B Ernst, A Pastor, A Alberich-Bayarri, MI Menzel, S Walsh, W Vos, N Flerin, J-P Charbonnier, E van Rikxoort, A Chatterjee, H Woodruff, P Lambin, L Cerdá-Alberich, L Martí-Bonmatí, F Herrera, G Yang
– Inf Fusion
(2022)
82,
99
(doi: 10.1016/j.inffus.2022.01.001)
Task adapted reconstruction for inverse problems
J Adler, S Lunz, O Verdier, C-B Schönlieb, O Öktem
– Inverse Problems
(2022)
38,
075006
(doi: 10.1088/1361-6420/ac28ec)
A unifying tutorial on Approximate Message Passing
OY Feng, R Venkataramanan, C Rush, RJ Samworth
– Foundations and Trends® in Machine Learning
(2022)
15,
335
(doi: 10.1561/2200000092)
POS0965 MAGNETIC RESONANCE ENTEROGRAPHY AS A SCREENING TOOL FOR AXIAL SPONDYLOARTHRITIS IN CROHN'S DISEASE: A PROSPECTIVE SINGLE-CENTER CROSS-SECTIONAL OBSERVATIONAL STUDY USING MRE SCREENING FOLLOWED BY CLINICAL ASSESSMENT (ProSpA-CD)
J Evans, T Raine, S Mcdonald, K Poole, R Samworth, P Riede, E Rees, S D'amore, M Parkes, D Jadon
– Annals of the Rheumatic Diseases
(2022)
81,
789
(doi: 10.1136/annrheumdis-2022-eular.1199)
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
(2022)
(link to publication)
Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier
J Liang, T Luo, C-B Schönlieb
– SIAM Journal on Scientific Computing
(2022)
44,
a1069
(doi: 10.1137/21m1395685)
Association of Collagen, Elastin, Glycosaminoglycans, and Macrophages With Tissue Ultimate Material Strength and Stretch in Human Thoracic Aortic Aneurysms: A Uniaxial Tension Study.
A Tokgoz, S Wang, P Sastry, C Sun, NL Figg, Y Huang, MR Bennett, S Sinha, JH Gillard, MPF Sutcliffe, Z Teng
– Journal of Biomechanical Engineering
(2022)
144,
101001
(doi: 10.1115/1.4054060)
Nonparametric, Tuning-Free Estimation of S-Shaped Functions
OY Feng, Y Chen, Q Han, RJ Carroll, RJ Samworth
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2022)
84,
1324
(doi: 10.1111/rssb.12481)
Can stable and accurate neural networks be computed? - On the barriers of deep learning and Smale's 18th problem.
MJ Colbrook, V Antun, AC Hansen
– CoRR
(2022)
abs/2101.08286,
e2107151119
(doi: 10.1073/pnas.2107151119)
The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem.
MJ Colbrook, V Antun, AC Hansen
– Proceedings of the National Academy of Sciences of USA
(2022)
119,
e2107151119
(doi: 10.1073/pnas.2107151119)
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation
R Ke, AI Aviles-Rivero, S Pandey, S Reddy, C-B Schonlieb
– IEEE Trans Image Process
(2022)
31,
1805
(doi: 10.1109/tip.2022.3144036)
Genomic epidemiology of SARS-CoV-2 in a UK university identifies dynamics of transmission.
D Aggarwal, B Warne, AS Jahun, WL Hamilton, T Fieldman, L du Plessis, V Hill, B Blane, E Watkins, E Wright, G Hall, C Ludden, R Myers, M Hosmillo, Y Chaudhry, ML Pinckert, I Georgana, R Izuagbe, D Leek, O Nsonwu, GJ Hughes, S Packer, AJ Page, M Metaxaki, S Fuller, G Weale, J Holgate, CA Brown, Cambridge Covid-19 testing Centre, University of Cambridge Asymptomatic COVID-19 Screening Programme Consortium, COVID-19 Genomics UK (COG-UK) Consortium, R Howes, D McFarlane, G Dougan, OG Pybus, DD Angelis, PH Maxwell, SJ Peacock, MP Weekes, C Illingworth, EM Harrison, NJ Matheson, IG Goodfellow
– Nature Communications
(2022)
13,
751
(doi: 10.1038/s41467-021-27942-w)
Isotonic regression with unknown permutations: Statistics, computation and adaptation
A Pananjady, RJ Samworth
– Annals of Statistics
(2022)
50,
324
(doi: 10.1214/21-aos2107)
AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis
Y Chen, C-B Schönlieb, P Liò, T Leiner, PL Dragotti, G Wang, D Rueckert, D Firmin, G Yang
– Proceedings of the IEEE
(2022)
110,
224
(doi: 10.1109/jproc.2022.3141367)
High-Dimensional, Multiscale Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
234
(doi: 10.1111/rssb.12447)
High-Dimensional, Multiscale Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
234
(doi: 10.1111/rssb.12447)
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
K Wei, A Aviles-Rivero, J Liang, Y Fu, H Huang, C-B Schonlieb
– Journal of Machine Learning Research
(2022)
23,
1
(link to publication)
Navigating the challenges in creating complex data systems: a development philosophy.
S Dittmer, M Roberts, JD Gilbey, A Biguri, A-C Collaboration, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb
– CoRR
(2022)
abs/2210.13191,
On Biased Stochastic Gradient Estimation
D Driggs, J Liang, CB Schönlieb
– Journal of Machine Learning Research
(2022)
23,
Classification of datasets with imputed missing values: does imputation quality matter?
T Shadbahr, M Roberts, J Stanczuk, JD Gilbey, P Teare, S Dittmer, M Thorpe, RV Torné, E Sala, P Lió, M Patel, A-C Collaboration, JHF Rudd, T Mirtti, A Rannikko, JAD Aston, J Tang, C-B Schönlieb
– CoRR
(2022)
abs/2206.08478,

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