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Cambridge Mathematics of Information in Healthcare Hub (CMIH)

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  • Currently displaying 1 - 20 of 1253 publications
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)
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)
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
Z Deng, Y Chen, L Liu, S Wang, R Ke, C-B Schonlieb, AI Aviles-Rivero
(2022)
NorMatch: Matching Normalizing Flows with Discriminative Classifiers for Semi-Supervised Learning
Z Deng, R Ke, C-B Schonlieb, AI Aviles-Rivero
(2022)
SCOTCH and SODA: A Transformer Video Shadow Detection Framework
L Liu, J Prost, L Zhu, N Papadakis, P Liò, C-B Schönlieb, AI Aviles-Rivero
(2022)
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification.
P Sellars, AI Aviles-Rivero, C-B Schonlieb
– IEEE transactions on neural networks and learning systems
(2022)
PP,
1
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness
Y Cheng, L Liu, S Wang, Y Jin, C-B Schönlieb, AI Aviles-Rivero
(2022)
Unsupervised Image Restoration Using Partially Linear Denoisers
R Ke, C-B Schonlieb
– IEEE Trans Pattern Anal Mach Intell
(2022)
44,
1
The effects of communicating scientific uncertainty on trust and decision making in a public health context
CR Schneider, ALJ Freeman, D Spiegelhalter, S van der Linden
– Judgment and Decision Making
(2022)
17,
849
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
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
Unsupervised Learning of the Total Variation Flow
TG Grossmann, S Dittmer, Y Korolev, C-B Schönlieb
(2022)
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
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
Task adapted reconstruction for inverse problems
J Adler, S Lunz, O Verdier, CB Schönlieb, O Öktem
– Inverse Problems
(2022)
38,
075006
A unifying tutorial on Approximate Message Passing
OY Feng, R Venkataramanan, C Rush, RJ Samworth
– Foundations and Trends in Machine Learning
(2022)
15,
335
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
(2022)
Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier
J Liang, T Luo, CB Schonlieb
– SIAM Journal on Scientific Computing
(2022)
44,
a1069
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
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