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- Currently displaying 81 - 100 of 336 publications
Navigating the challenges in creating complex data systems: a development philosophy
(2022)
(doi: 10.48550/arxiv.2210.13191)
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet
Recognition through the Lens of Robustness
(2022)
Regularising orientation estimation in Cryo-EM 3D map refinement through
measure-based lifting over Riemannian manifolds
(2022)
Two-Component 3D Atomic Bose-Einstein Condensates Support Complex Stable
Patterns
(2022)
Unsupervised Image Restoration Using Partially Linear Denoisers.
– IEEE Transactions on Pattern Analysis and Machine Intelligence
(2022)
44,
5796
(doi: 10.1109/TPAMI.2021.3070382)
Learning Green’s functions associated with time-dependent partial differential equations
– Journal of Machine Learning Research
(2022)
23,
Classification of datasets with imputed missing values: does imputation quality matter?
(2022)
(doi: 10.48550/arxiv.2206.08478)
Label-free prediction of cell painting from brightfield images.
– Scientific Reports
(2022)
12,
10001
(doi: 10.1038/s41598-022-12914-x)
146 Ct radiomics in carotid artery atherosclerosis: a systematic evaluation of robustness, reproducibility and predictive performance for culprit lesions
– Imaging
(2022)
108,
a112.1
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions.
– Information Fusion
(2022)
82,
99
(doi: 10.1016/j.inffus.2022.01.001)
Task adapted reconstruction for inverse problems
– Inverse Problems
(2022)
38,
075006
(doi: 10.1088/1361-6420/ac28ec)
Bifurcation analysis of two-dimensional Rayleigh-Bénard convection using deflation.
– Physical review. E
(2022)
105,
055106
(doi: 10.1103/physreve.105.055106)
Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier
– SIAM Journal on Scientific Computing
(2022)
44,
a1069
(doi: 10.1137/21M1395685)
Learning Green's functions associated with time-dependent partial
differential equations
(2022)
Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence (vol 3, pg 1081, 2021)
– Nature machine intelligence
(2022)
4,
413
(doi: 10.1038/s42256-022-00485-5)
Multi-Modal Hypergraph Diffusion Network with Dual Prior for Alzheimer
Classification
– MICCAI 2022
(2022)
Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic review
– Insights into Imaging
(2022)
13,
59
(doi: 10.1186/s13244-022-01199-3)