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- Currently displaying 121 - 140 of 306 publications
Structure-preserving deep learning
– European Journal of Applied Mathematics
(2021)
32,
888
(doi: 10.1017/s0956792521000139)
An end-to-end Optical Character Recognition approach for ultra-low-resolution printed text images.
– CoRR
(2021)
abs/2105.04515,
Data-driven discovery of Green's functions with human-understandable
deep learning
(2021)
Adversarially Learned Iterative Reconstruction for Imaging Inverse Problems
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2021)
12679,
540
(doi: 10.1007/978-3-030-75549-2_43)
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,
509
(doi: 10.1038/s41551-021-00704-1)
Dynamic spectral residual superpixels
– Pattern Recognition
(2021)
112,
107705
(doi: 10.1016/j.patcog.2020.107705)
An optimal complexity spectral method for Navier--Stokes simulations in
the ball
(2021)
Mechanisms Underlying Vascular Endothelial Growth Factor Receptor Inhibition–Induced Hypertension
– Hypertension (Dallas, Tex. : 1979)
(2021)
77,
1591
Multi-Task Deep Learning for Image Segmentation Using Recursive Approximation Tasks.
– IEEE Transactions on Image Processing
(2021)
30,
3555
(doi: 10.1109/tip.2021.3062726)
Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise
– Radiology: Artificial Intelligence
(2021)
3,
e210011
(doi: 10.1148/ryai.2021210011)
Bifurcation analysis of two-dimensional Rayleigh--Bénard convection
using deflation
(2021)
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient
Spectral Normalization
(2021)
Accurate numerical simulation of electrodiffusion and water movement in
brain tissue
(2021)
Learning elliptic partial differential equations with randomized linear
algebra
(2021)
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
– Nature Machine Intelligence
(2021)
3,
199
(doi: 10.1038/s42256-021-00307-0)
Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events.
– Scientific reports
(2021)
11,
3499
(doi: 10.1038/s41598-021-82760-w)
Learning to Segment Microscopy Images with Lazy Labels
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2021)
12535 LNCS,
411
(doi: 10.1007/978-3-030-66415-2_27)
Exploiting prior knowledge about biological macromolecules in cryo-EM structure determination
– IUCrJ
(2021)
8,
60
(doi: 10.1107/S2052252520014384)