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  • Currently displaying 61 - 80 of 1369 publications
Cross-Modal Diffusion Modelling for Super-Resolved Spatial Transcriptomics
X Wang, X Huang, S Price, C Li
(2024)
15003 LNCS,
98
(doi: 10.1007/978-3-031-72384-1_10)
Optimal subgroup selection
HWJ Reeve, TI Cannings, RJ Samworth
– Annals of Statistics
(2023)
51,
2342
(doi: 10.1214/23-aos2328)
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
– Annals of Statistics
(2023)
51,
2170
(doi: 10.1214/23-aos2326)
Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach
P Laferrière-Langlois, F Imrie, M-A Geraldo, T Wingert, N Lahrichi, M van der Schaar, M Cannesson
– Anesthesia & Analgesia
(2023)
139,
174
(doi: 10.1213/ANE.0000000000006753)
Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces
M Zhu, K Kobalczyk, A Petrovic, M Nikolic, MVD Schaar, B Delibasic, P Lio
(2023)
(link to publication)
Optimising Human-AI Collaboration by Learning Convincing Explanations
AJ Chan, A Huyuk, MVD Schaar
(2023)
(link to publication)
Invariant Causal Imitation Learning for Generalizable Policies
I Bica, D Jarrett, MVD Schaar
(2023)
(link to publication)
Time-series Generation by Contrastive Imitation
D Jarrett, I Bica, MVD Schaar
(2023)
(link to publication)
Multi-Modal Learning for Predicting the Genotype of Glioma
Y Wei, X Chen, L Zhu, L Zhang, C-B Schonlieb, S Price, C Li
– IEEE Transactions on Medical Imaging
(2023)
42,
3167
(doi: 10.1109/TMI.2023.3244038)
G-CNN: Adaptive Geometric Convolutional Neural Networks for MRI-Based Skull Stripping
Y Li, C Li, Y Wei, S Price, CB Schönlieb, X Chen
– Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
(2023)
14243,
21
(doi: 10.1007/978-3-031-45087-7_3)
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, B Collaboration, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
(2023)
(doi: 10.48550/arxiv.2310.02874)
Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma
X Wang, S Price, C Li
– Lecture Notes in Computer Science
(2023)
14226 LNCS,
551
(doi: 10.1007/978-3-031-43990-2_52)
CoLa-Diff: Conditional Latent Diffusion Model for Multi-modal MRI Synthesis
L Jiang, Y Mao, X Wang, X Chen, C Li
– Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
(2023)
14229,
398
(doi: 10.1007/978-3-031-43999-5_38)
DisC-Diff: Disentangled Conditional Diffusion Model for Multi-contrast MRI Super-Resolution
Y Mao, L Jiang, X Chen, C Li
– Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
(2023)
14229,
387
(doi: 10.1007/978-3-031-43999-5_37)
The impact of imputation quality on machine learning classifiers for datasets with missing values.
T Shadbahr, M Roberts, J Stanczuk, J Gilbey, P Teare, S Dittmer, M Thorpe, RV Torné, E Sala, P Lió, M Patel, J Preller, AIX-COVNET Collaboration, JHF Rudd, T Mirtti, AS Rannikko, JAD Aston, J Tang, C-B Schönlieb
– Communications Medicine
(2023)
3,
139
(doi: 10.1038/s43856-023-00356-z)
Effectiveness of international border control measures during the COVID-19 pandemic: a narrative synthesis of published systematic reviews
KA Grépin, J Aston, J Burns
– Philos Trans A Math Phys Eng Sci
(2023)
381,
20230134
(doi: 10.1098/rsta.2023.0134)
Common methodological pitfalls in ICI pneumonitis risk prediction studies
YK Chen, S Welsh, AM Pillay, B Tannenwald, K Bliznashki, E Hutchison, JAD Aston, C-B Schönlieb, JHF Rudd, J Jones, M Roberts
– Frontiers in Immunology
(2023)
14,
1228812
(doi: 10.3389/fimmu.2023.1228812)
Mathematics of biomedical imaging today—a perspective
MM Betcke, CB Schönlieb
– Progress in Biomedical Engineering
(2023)
5,
043002
(doi: 10.1088/2516-1091/acd973)
Reinterpreting survival analysis in the universal approximator age
S Dittmer, M Roberts, J Preller, AIX COVNET, JHF Rudd, JAD Aston, C-B Schönlieb
(2023)
(doi: 10.48550/arxiv.2307.13579)
On Krylov methods for large-scale CBCT reconstruction.
M Sabaté Landman, A Biguri, S Hatamikia, R Boardman, J Aston, C-B Schönlieb
– Phys Med Biol
(2023)
68,
155008
(doi: 10.1088/1361-6560/acd616)

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