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- Currently displaying 121 - 140 of 335 publications
Label-Free Prediction of Cell Painting from Brightfield Images
(2021)
(doi: 10.1101/2021.11.05.467394)
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
– SIAM Journal on Imaging Sciences
(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)
Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data
– IEEE Transactions on Geoscience and Remote Sensing
(2021)
60,
1
(doi: 10.1109/tgrs.2021.3112298)
BrainNetGAN: Data Augmentation of Brain Connectivity Using Generative Adversarial Network for Dementia Classification
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2021)
13003 LNCS,
103
(doi: 10.1007/978-3-030-88210-5_9)
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
– Comput Biol Med
(2021)
137,
104815
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
– Pattern recognition
(2021)
122,
108274
(doi: 10.1016/j.patcog.2021.108274)
Learning optical flow for fast MRI reconstruction
– Inverse Problems
(2021)
37,
095007
(doi: 10.1088/1361-6420/ac164a)
Radiological tumour classification across imaging modality and histology
– Nature machine intelligence
(2021)
3,
787
(doi: 10.1038/s42256-021-00377-0)
Equilibria of an anisotropic nonlocal interaction equation: Analysis and numerics
– Discrete and Continuous Dynamical Systems- Series A
(2021)
41,
3985
(doi: 10.3934/dcds.2021025)
Author Correction: A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images (Nature Biomedical Engineering, (2021), 5, 6, (509-521), 10.1038/s41551-021-00704-1)
– Nature biomedical engineering
(2021)
5,
943
(doi: 10.1038/s41551-021-00787-w)
A Geometric Integration Approach to Nonsmooth, Nonconvex Optimisation
– Foundations of Computational Mathematics
(2021)
22,
1351
(doi: 10.1007/s10208-020-09489-2)
Equivariant neural networks for inverse problems
– Inverse Probl
(2021)
37,
085006
(doi: 10.1088/1361-6420/ac104f)
Delving Into Deep Walkers: A Convergence Analysis of Random-Walk-Based
Vertex Embeddings
(2021)
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning.
– Comput Methods Programs Biomed
(2021)
208,
106261
(doi: 10.1016/j.cmpb.2021.106261)
Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement
– IEEE Sensors Journal
(2021)
22,
5278
(doi: 10.1109/JSEN.2021.3086037)