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Cambridge Mathematics of Information in Healthcare Hub (CMIH)

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  • Currently displaying 1 - 20 of 1366 publications
Deep learning with missing data
T Ma, T Wang, RJ Samworth
(2025)
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
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)
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
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
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)
Conscious and unconscious processes in vision and homeostasis
AS Fokas, NK Logothetis
– Frontiers in Behavioral Neuroscience
(2025)
19,
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
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
Evidence Communication Rules for Policy (ECR-P) critical appraisal tool.
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Systematic Reviews
(2025)
14,
10
Testing conditional independence under isotonicity
R Hore, JA Soloff, RF Barber, RJ Samworth
(2025)
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
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
Computational Mathematics Modeling in Cancer Analysis
(2025)
Why probability probably doesn't exist (but it is useful to act like it does).
D Spiegelhalter
– Nature
(2024)
636,
560
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
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
The projected covariance measure for assumption-lean variable significance testing
AR Lundborg, I Kim, RD Shah, RJ Samworth
– Annals of Statistics
(2024)
52,
2851
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
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