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- Currently displaying 101 - 120 of 313 publications
Late Breaking Abstract - Fully automated airway measurement correlates with radiological disease progression in Idiopathic Pulmonary Fibrosis
– m-Health/e-health
(2021)
58,
oa3951
S $^3$ Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection
– IEEE Transactions on Multimedia
(2021)
25,
676
(doi: 10.1109/tmm.2021.3129730)
Accurate numerical simulation of electrodiffusion and water movement in brain tissue
– Mathematical Medicine and Biology: A Journal of the IMA
(2021)
38,
516
(doi: 10.1093/imammb/dqab016)
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.
– Magnetic resonance in medicine
(2021)
87,
1301
(doi: 10.1002/mrm.29045)
An Inexact Semismooth Newton Method on Riemannian Manifolds with Application to Duality-Based Total Variation Denoising
– 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)
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,
103
(doi: 10.1007/978-3-030-88210-5_9)
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy.
– Computers in biology and medicine
(2021)
137,
104815
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
– Pattern Recognit
(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 tumor 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 & Continuous Dynamical Systems
(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 problems
(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)