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  • Currently displaying 1 - 20 of 1366 publications
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, CB Schonlieb, 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)
Inspired by pathogenic mechanisms: A novel gradual multi-modal fusion framework for mild cognitive impairment diagnosis
X Tian, H-D Li, H Lin, C Li, Y-P Wang, HX Bai, W Lan, J Liu
– Neural Networks
(2025)
187,
107343
(doi: 10.1016/j.neunet.2025.107343)
Joint modeling histology and molecular markers for cancer classification.
X Wang, H Liu, Y Zhang, B Zhao, H Duan, W Hu, Y Mou, S Price, C Li
– Medical image analysis
(2025)
102,
103505
(doi: 10.1016/j.media.2025.103505)
Joint Modelling Histology and Molecular Markers for Cancer Classification
X Wang, H Liu, Y Zhang, B Zhao, H Duan, W Hu, Y Mou, S Price, C Li
(2025)
(link to publication)
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)
Machine learning-based assessment of morphometric abnormalities distinguishes bipolar disorder and major depressive disorder
K He, J Zhang, Y Huang, X Mo, R Yu, J Min, T Zhu, Y Ma, X He, F Lv, J Zeng, C Li, RK McNamara, D Lei, M Liu
– Neuroradiology
(2025)
67,
921
(doi: 10.1007/s00234-025-03544-x)
Effects of electroconvulsive therapy on functional connectome abnormalities in adolescents with depression and suicidal ideation.
K He, T Zhu, R Yu, J Zhang, J Min, Y Huang, X Mo, Y Ma, X He, F Lv, J Zeng, C Li, RK McNamara, D Lei, M Liu
– Journal of Affective Disorders
(2025)
374,
495
(doi: 10.1016/j.jad.2025.01.071)
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)
Inverse Evolution Layers: Physics-Informed Regularizers for Image Segmentation
C Liu, Z Qiao, C Li, C-B Schönlieb
– SIAM Journal on Mathematics of Data Science
(2025)
7,
55
(doi: 10.1137/24m1633662)
Computational Mathematics Modeling in Cancer Analysis
(2025)
(doi: 10.1007/978-3-031-73360-4)
Why probability probably doesn't exist (but it is useful to act like it does).
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, CB Schonlieb, AI Aviles-Rivero
– IEEE Transactions on Intelligent Transportation Systems
(2024)
26,
2747
(doi: 10.1109/tits.2024.3510551)
Group-common and individual-specific effects of structure–function coupling in human brain networks with graph neural networks
P Chen, H Yang, X Zheng, H Jia, J Hao, X Xu, C Li, X He, R Chen, TS Okubo, Z Cui
– Imaging Neuroscience
(2024)
2,
1
(doi: 10.1162/imag_a_00378)
The projected covariance measure for assumption-lean variable significance testing
AR Lundborg, I Kim, RD Shah, RJ Samworth
– 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, CB 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
– Sci Rep
(2024)
14,
25676
(doi: 10.1038/s41598-024-72894-y)

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