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- Currently displaying 1 - 20 of 286 publications
Adaptive mixed FEM combined with the method of characteristics for stationary convection–diffusion–reaction problems
– Finite Elements in Analysis and Design
(2023)
227,
104045
(doi: 10.1016/j.finel.2023.104045)
Contrastive Registration for Unsupervised Medical Image Segmentation.
– IEEE transactions on neural networks and learning systems
(2023)
PP,
1
(doi: 10.1109/tnnls.2023.3332003)
Contractive Systems Improve Graph Neural Networks Against Adversarial
Attacks
(2023)
Multi-Modal Learning for Predicting the Genotype of Glioma.
– IEEE transactions on medical imaging
(2023)
42,
3167
(doi: 10.1109/tmi.2023.3244038)
Recent Methodological Advances in Federated Learning for Healthcare
(2023)
(doi: 10.48550/arxiv.2310.02874)
Elliptic PDE learning is provably data-efficient.
– Proceedings of the National Academy of Sciences of the United States of America
(2023)
120,
e2303904120
(doi: 10.1073/pnas.2303904120)
The Impact of Imputation Quality on Machine Learning Classifier Performance for Datasets with Missing Values
– Communications Medicine
(2023)
3,
139
(doi: 10.1038/s43856-023-00356-z)
Extracting Chain Lines and Laid Lines from Digital Images of Medieval Paper using Spectral Total Variation Decomposition
– Heritage Science
(2023)
11,
180
(doi: 10.1186/s40494-023-01013-3)
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds
– SIAM Journal on Imaging Sciences
(2023)
16,
1440
(doi: 10.1137/22m1520773)
Mathematics of biomedical imaging today-a perspective
– Progress in Biomedical Engineering
(2023)
5,
043002
(doi: 10.1088/2516-1091/acd973)
Shortcut Learning: Reduced But Not Resolved
– Radiology
(2023)
308,
e230379
(doi: 10.1148/radiol.230379)
Reinterpreting survival analysis in the universal approximator age
(2023)
(doi: 10.48550/arxiv.2307.13579)
On Krylov methods for large-scale CBCT reconstruction.
– Physics in medicine and biology
(2023)
68,
155008
(doi: 10.1088/1361-6560/acd616)
Convergent regularization in inverse problems and linear plug-and-play
denoisers
(2023)
Modeling of a Liquid Leaf Target TNSA Experiment using Particle-In-Cell
Simulations and Deep Learning
(2023)
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data
(2023)
(doi: 10.48550/arxiv.2306.09177)
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data.
– Sci Data
(2023)
10,
493
(doi: 10.1038/s41597-023-02340-7)