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  • Currently displaying 1 - 20 of 1302 publications
HIBMatch: Hypergraph Information Bottleneck for Semi-supervised Alzheimer’s Progression
Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb
– IEEE journal of biomedical and health informatics
(2025)
PP,
1
(doi: 10.1109/JBHI.2025.3634534)
Estimating Maximal Symmetries of Regression Functions via Subgroup Lattices
LG Christie, JAD Aston
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2025)
87,
1576
(doi: 10.1093/jrsssb/qkaf031)
Motion Constrained Point Cloud Matching for Maritime Tracking
N Dalhaug, M Baerveldt, AI Aviles-Rivero, C-B Schönlieb, A Stahl, R Mester, EF Brekke
– IEEE Access
(2025)
13,
111354
(doi: 10.1109/ACCESS.2025.3582327)
ADFound: A Foundation Model for Diagnosis and Prognosis of Alzheimers Disease
G Yang, K Du, Z Yang, Y Du, EYW Cheung, Y Zheng, M Yang, Z Kourtzi, C-B Schonlieb, S Wang
– IEEE journal of biomedical and health informatics
(2025)
29,
8395
(doi: 10.1109/JBHI.2025.3576436)
Deep learning with missing data
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
L Yang, J Huang, Y Fang, AI Aviles-Rivero, C-B Schönlieb, D Zhang, G Yang
– IEEE Transactions on Instrumentation and Measurement
(2025)
74,
1
(doi: 10.1109/tim.2025.3554318)
Enhancing Brain Age Prediction and Neurodegeneration Detection with Contrastive Learning on Regional Biomechanical Properties.
J Träuble, LV Hiscox, C Johnson, A Aviles-Rivero, CB Schönlieb, GSK Schierle
(2025)
(doi: 10.1101/2025.03.25.645330)
Conscious and unconscious processes in vision and homeostasis
AS Fokas, NK Logothetis
– Frontiers in Behavioral Neuroscience
(2025)
19,
1516127
(doi: 10.3389/fnbeh.2025.1516127)
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems
A Hansen
– SIAM Review
(2025)
(doi: 10.1137/23M1568739)
Evidence Communication Rules for Policy (ECR-P) critical appraisal tool.
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Systematic Reviews
(2025)
14,
10
(doi: 10.1186/s13643-025-02757-8)
Testing conditional independence under isotonicity
R Hore, JA Soloff, RF Barber, RJ Samworth
(2025)
(link to publication)
Contrastive Registration for Unsupervised Medical Image Segmentation
L Liu, AI Aviles-Rivero, C-B Schonlieb
– IEEE transactions on neural networks and learning systems
(2025)
36,
147
(doi: 10.1109/TNNLS.2023.3332003)
Does probability exist?
D Spiegelhalter
– Nature
(2024)
636,
560
(doi: 10.1038/d41586-024-04096-5)
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
Z Deng, Y Cheng, L Liu, S Wang, R Ke, C-B Schönlieb, AI Aviles-Rivero
– IEEE Transactions on Intelligent Transportation Systems
(2024)
26,
2747
(doi: 10.1109/tits.2024.3510551)
The Projected Covariance Measure for assumption-lean variable significance testing
AR Lundborg, I Kim, RD Shah, RJ Samworth
– The Annals of Statistics
(2024)
52,
2851
(doi: 10.1214/24-aos2447)
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios
L Liu, Y Cheng, Z Deng, S Wang, D Chen, X Hu, P Liò, C-B Schönlieb, A Aviles-Rivero
– Mm 2024 Proceedings of the 32nd ACM International Conference on Multimedia
(2024)
abs/2311.18839,
1265
(doi: 10.1145/3664647.3681153)
Synthetic data for privacy-preserving clinical risk prediction.
Z Qian, T Callender, B Cebere, SM Janes, N Navani, M van der Schaar
– Scientific reports
(2024)
14,
25676
(doi: 10.1038/s41598-024-72894-y)
Estimation beyond Missing (Completely) at Random
T Ma, KA Verchand, TB Berrett, T Wang, RJ Samworth
(2024)
(link to publication)
Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
– 9TH IEEE EUROPEAN SYMPOSIUM ON SECURITY AND PRIVACY WORKSHOPS, EUROS&PW 2024
(2024)
00,
56
(doi: 10.1109/eurospw61312.2024.00014)
How to maintain trustworthiness when doctors act as policy advocates
S Walsh, D Taylor-Robinson, D Spiegelhalter, C Brayne
– The BMJ
(2024)
386,
e079929
(doi: 10.1136/bmj-2024-079929)

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