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- Currently displaying 21 - 40 of 312 publications
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
– Proc Natl Acad Sci U S A
(2023)
120,
e2303904120
(doi: 10.1073/pnas.2303904120)
The impact of imputation quality on machine learning classifiers for datasets with missing values
– Commun Med (Lond)
(2023)
3,
139
(doi: 10.1038/s43856-023-00356-z)
Deep Learning Approaches for PDE-based Image Analysis and Beyond: From the Total Variation Flow to Medieval Paper Analysis
(2023)
(doi: 10.17863/CAM.106705)
Extracting chain lines and laid lines from digital images of medieval paper using spectral total variation decomposition.
– Herit Sci
(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)
Common methodological pitfalls in ICI pneumonitis risk prediction studies.
– Frontiers in immunology
(2023)
14,
1228812
(doi: 10.3389/fimmu.2023.1228812)
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)
Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images.
– Journal of Pathology Informatics
(2023)
14,
100324
(doi: 10.1016/j.jpi.2023.100324)
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)