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Cambridge Mathematics of Information in Healthcare Hub (CMIH)

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  • Currently displaying 41 - 60 of 1369 publications
Modelling hepatitis C infection acquired from blood transfusions in the UK between 1970 and 1991 for the Infected Blood Inquiry
S Hayes, R McCabe, D De Angelis, CA Donnelly, SJW Evans, GF Medley, DJ Spiegelhalter, SM Bird
– R Soc Open Sci
(2024)
11,
231722
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis
J Zhang, R Yan, A Perelli, X Chen, C Li
(2024)
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
H Chen, H Zhang, UW Chan, R Yin, X Wang, C Li
(2024)
Can physics-informed neural networks beat the finite element method?
TG Grossmann, UJ Komorowska, J Latz, C-B Schönlieb
– IMA Journal of Applied Mathematics Institute of Mathematics and Its Applications
(2024)
89,
143
A Study of Posterior Stability for Time-Series Latent Diffusion
Y Li, Y Cheng, MVD Schaar
(2024)
Generalization-a key challenge for responsible AI in patient-facing clinical applications.
L Goetz, N Seedat, R Vandersluis, M van der Schaar
– npj Digital Medicine
(2024)
7,
126
Sharp-SSL: Selective High-Dimensional Axis-Aligned Random Projections for Semi-Supervised Learning
T Wang, E Dobriban, M Gataric, R Samworth
– Journal of the American Statistical Association
(2024)
120,
395
Why Tabular Foundation Models Should Be a Research Priority
BV Breugel, MVD Schaar
(2024)
A new computational framework for log-concave density estimation
W Chen, R Mazumder, RJ Samworth
– Mathematical Programming Computation
(2024)
16,
185
Cross-modal Diffusion Modelling for Super-resolved Spatial Transcriptomics
X Wang, X Huang, SJ Price, C Li
(2024)
Global contextual representation via graph-transformer fusion for hepatocellular carcinoma prognosis in whole-slide images.
L Tang, S Diao, C Li, M He, K Ru, W Qin
– Computerized Medical Imaging and Graphics
(2024)
115,
102378
Non-contact, portable, and stand-off infrared thermal imager for security scanning applications
WL Khor, YK Chen, M Roberts, F Ciampa
– AIP Advances
(2024)
14,
045314
Automated detection and classification of concealed objects using infrared thermography and convolutional neural networks
W Khor, YK Chen, M Roberts, F Ciampa
– Scientific Reports
(2024)
14,
8353
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification
P Sellars, AI Aviles-Rivero, C-B Schonlieb
– IEEE Transactions on Neural Networks and Learning Systems
(2024)
35,
5306
Optimal convex $M$-estimation via score matching
OY Feng, Y-C Kao, M Xu, RJ Samworth
(2024)
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, BloodCounts! consortium, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
– Patterns
(2024)
5,
101006
Brain tumour microstructure is associated with post-surgical cognition
M Aznarez-Sanado, R Romero-Garcia, C Li, RC Morris, SJ Price, T Manly, T Santarius, Y Erez, MG Hart, J Suckling
– Scientific Reports
(2024)
14,
5646
Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review
R Giddings, A Joseph, T Callender, SM Janes, M van der Schaar, J Sheringham, N Navani
– The Lancet Digital Health
(2024)
6,
e131
Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities.
A Curth, RW Peck, E McKinney, J Weatherall, M van der Schaar
– Clinical Pharmacology and Therapeutics
(2024)
115,
710
Genomics-Guided Representation Learning for Pathologic Pan-Cancer Tumor Microenvironment Subtype Prediction
F Meng, H Zhang, R Yan, G Chuai, C Li, Q Liu
(2024)
15003,
206