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  • Currently displaying 101 - 120 of 1368 publications
Discussion of Presidential Address: Statistics in Times of Increasing Uncertainty by Sylvia Richardson
D Spiegelhalter
– Journal of the Royal Statistical Society Series A (Statistics in Society)
(2022)
185,
1499
(doi: 10.1111/rssa.12970)
High-dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
– Journal of the Royal Statistical Society. Series B, Statistical methodology
(2022)
84,
2000
(doi: 10.1111/rssb.12550)
Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients
Y Wei, C Li, Z Cui, RC Mayrand, J Zou, ALKC Wong, R Sinha, T Matys, C-B Schönlieb, SJ Price
– Brain : a journal of neurology
(2022)
146,
1714
(doi: 10.1093/brain/awac360)
Functional random effects modeling of brain shape and connectivity
E Lila, JAD Aston
– The Annals of Applied Statistics
(2022)
16,
(doi: 10.1214/21-aoas1572)
Unsupervised Image Restoration Using Partially Linear Denoisers.
R Ke, C-B Schonlieb
– IEEE Trans Pattern Anal Mach Intell
(2022)
44,
5796
(doi: 10.1109/tpami.2021.3070382)
Adaptive Unsupervised Learning with Enhanced Feature Representation for Intra-tumor Partitioning and Survival Prediction for Glioblastoma
Y Li, C Li, Y Wei, S Price, CB Schönlieb, X Chen
– Lecture Notes in Computer Science
(2022)
12962 LNCS,
124
(doi: 10.1007/978-3-031-08999-2_10)
Predicting Isocitrate Dehydrogenase Mutation Status in Glioma Using Structural Brain Networks and Graph Neural Networks
Y Wei, Y Li, X Chen, CB Schönlieb, C Li, SJ Price
– BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2021, PT I
(2022)
12962,
140
(doi: 10.1007/978-3-031-08999-2_11)
High-dimensional Changepoint Estimation with Heterogeneous Missingness
B Follain, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2022)
84,
1023
(doi: 10.1111/rssb.12540)
Label-free prediction of cell painting from brightfield images
JO Cross-Zamirski, E Mouchet, G Williams, C-B Schönlieb, R Turkki, Y Wang
– Scientific Reports
(2022)
12,
10001
(doi: 10.1038/s41598-022-12914-x)
Eigen-Adjusted Functional Principal Component Analysis
C-R Jiang, E Lila, J Aston, J-L Wang
– Journal of Computational and Graphical Statistics
(2022)
31,
1141
(doi: 10.1080/10618600.2022.2067550)
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
– An international journal on information fusion
(2022)
82,
99
(doi: 10.1016/j.inffus.2022.01.001)
Task adapted reconstruction for inverse problems
J Adler, S Lunz, O Verdier, CB 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)
abs/2105.02180,
335
(doi: 10.1561/2200000092)
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, CB Schonlieb
– 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)
Cerebrovascular risk factors impact brain phenotypes and cognitive function in healthy population
B Li, Y Wei, K Zhang, C-B Schönlieb, J Rudd, C Li
(2022)
(doi: 10.1101/2022.03.29.22273047)
Multi-modal learning for predicting the genotype of glioma
Y Wei, X Chen, L Zhu, L Zhang, C-B Schönlieb, SJ Price, C Li
(2022)
(link to publication)
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 the United States of America
(2022)
119,
e2107151119
(doi: 10.1073/pnas.2107151119)

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