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- Currently displaying 1 - 20 of 270 publications
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)
Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence
– Nature Machine Intelligence
(2022)
4,
413
(DOI: 10.1038/s42256-022-00485-5)
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)
Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement
– IEEE Sensors Journal
(2022)
22,
5278
(DOI: 10.1109/JSEN.2021.3086037)
AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis
– Proceedings of the IEEE
(2022)
110,
224
(DOI: 10.1109/jproc.2022.3141367)
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays.
– Pattern recognition
(2022)
122,
108274
(DOI: 10.1016/j.patcog.2021.108274)
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
– Journal of Machine Learning Research
(2022)
23,
Estimation of the zero-pressure computational start shape of atherosclerotic plaques: Improving the backward displacement method with deformation gradient tensor
– Journal of biomechanics
(2022)
131,
110910
Collaborative Learning of Images and Geometrics for Predicting Isocitrate Dehydrogenase Status of Glioma
– Proceedings - International Symposium on Biomedical Imaging
(2022)
00,
1
On Biased Stochastic Gradient Estimation
– Journal of Machine Learning Research
(2022)
23,
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation.
– Comput Med Imaging Graph
(2022)
95,
102026
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation.
– IEEE Trans Image Process
(2022)
31,
1805
(DOI: 10.1109/tip.2022.3144036)
Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data
– IEEE Transactions on Geoscience and Remote Sensing
(2022)
60,
1
(DOI: 10.1109/TGRS.2021.3112298)
Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence.
– Nature Machine Intelligence
(2021)
3,
1081
(DOI: 10.1038/s42256-021-00421-z)
Late Breaking Abstract - Fully automated airway measurement correlates with radiological disease progression in Idiopathic Pulmonary Fibrosis
– m-Health/e-health
(2021)
58,
oa3951
Enhancing the spatial resolution of hyperpolarized carbon-13 MRI of human brain metabolism using structure guidance.
– Magn Reson Med
(2021)
87,
1301
(DOI: 10.1002/mrm.29045)
Duality-based Higher-order Non-smooth Optimization on Manifolds
– arXiv
(2021)
14,
1565
(DOI: 10.1137/21m1398513)
Machine learning for workflow applications in screening mammography: systematic review and meta-analysis
– Radiology
(2021)
302,
88
(DOI: 10.1148/radiol.2021210391)
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
– Computers in Biology and Medicine
(2021)
137,
104815