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  • Currently displaying 1 - 20 of 618 publications
Symplectic Neural Flows for Modeling and Discovery
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
– SIAM Journal on Scientific Computing
(2026)
48,
C1220
(doi: 10.1137/25m1734543)
Geometry-Aware Diffusion Approximate Posterior Sampling for Sparse-View and Limited-Angle CT
H Brinkmann, C-B Schönlieb, A Biguri
(2026)
(link to publication)
Mixed-Noise Plug-and-Play with Infimal Convolution Fidelities and Multiple Priors
Z Qin, HY Tan, A Biguri, J Liang, C-B Schönlieb
(2026)
(link to publication)
DREAM: Deep-Reparametrization of Adaptive Regularization Maps for Fast Zero-Shot Self-Supervised Learning
TT Vu, A Biguri, C Kolbitsch, L Calatroni, K Papafitsoros, A Kofler
(2026)
(link to publication)
SurvSurf: a partially monotonic neural network for first-hitting time prediction of intermittently observed discrete and continuous sequential events
YK Chen, S Dittmer, K Bernatowicz, J Arús-Pous, K Bliznashki, JAD Aston, JHF Rudd, C-B Schönlieb, J Jones, M Roberts
– RSS Data Science and Artificial Intelligence
(2026)
2,
udag002
(doi: 10.1093/rssdat/udag002)
Learning piecewise-smooth dynamical systems
D Murari, E Jansson, CB OBE, C-B Schönlieb
(2026)
(link to publication)
Coronary Artery Calcification: Contemporary Diagnosis from Invasive Imaging to Percutaneous Treatment
K Mohee, E Tsiartas, J Sangha, M Roberts, M Bennett
– Trends Cardiovasc Med
(2026)
S1050-1738(26)00109-X
(doi: 10.1016/j.tcm.2026.08.010)
How many slices are required for accurate tumour pathological response assessment? A computational modelling approach on real-world solid tumours
YK Chen, AY Warren, W McGough, A Bex, MT Tetzlaff, M Crispin-Ortuzar, GD Stewart, M Roberts, JO Jones
(2026)
(doi: 10.21203/rs.3.rs-10279831/v1)
Artificial Intelligence-Assisted Automated Optical Coherence Tomography Analysis for PCI Planning: From Plaque Analysis to Precision Lesion Preparation and Stent Optimization
K Mohee, E Tsiartas, J Sangha, M Roberts, M Bennett
– Journal of the American Heart Association
(2026)
Artificial Intelligence-Assisted Automated Optical Coherence Tomography Analysis for PCI Planning: From Plaque Analysis to Precision Lesion Preparation and Stent Optimization
K Mohee, E Tsiartas, J Sangha, M Roberts, M Bennett
– Journal of the American Heart Association
(2026)
PLAQUE STRUCTURAL STRESS AS A POTENTIAL BIOMARKER FOR CORONARY PLAQUE EROSION: AN IN-VIVO OPTICAL COHERENCE TOMOGRAPHY-BASED FEASIBILITY STUDY
E Tsiartas, J Sangha, Y Huang, B Jessney, M Roberts, M Bennett
– Atherosclerosis
(2026)
419,
121787
(doi: 10.1016/j.atherosclerosis.2026.121787)
Rethinking Clinical Relevance in Chest X-ray Machine Learning: How Evaluation References Define Performance
P Fytas, I Selby, C Karner, J Babar, S Baker, J Beckford, TJ Sadler, S Shahipasand, A Thavakumar, JL Chen, A Sawer, M Roberts, J Weir-McCall, JHF Rudd, C-B Schönlieb, A Korhonen, A Breger
(2026)
(doi: 10.48550/arxiv.2607.26333)
DiffShape: Decoupling Shape Priors With Conditional Diffusion for Robust Brain Extraction.
Y Li, Z Li, H Wang, Y Lu, C-B Schonlieb, C Li, X Chen
– IEEE Transactions on Medical Imaging
(2026)
45,
5178
(doi: 10.1109/TMI.2026.3716658)
1-Lipschitz Neural Networks on Hadamard Manifolds
D Murari, M Ghirardelli, B Adcock, E Celledoni, B Owren, C-B Schönlieb
(2026)
(link to publication)
DeepCormack: Fermi surface tomography using model-based data-driven algorithms
GFB Lovric, B Drury, C-B Schönlieb, SB Dugdale, A Biguri
(2026)
(link to publication)
Design Choices in Splitting-Based Self-Supervised Sparse-View CT Reconstruction
N Gruber, L Neumann, A Biguri, G Hwang, M Haltmeier, J Schwab
(2026)
(link to publication)
Systematic Review and Meta-Analysis of Studies Assessing the Safety and Efficacy of the DERIVO 2heal Embolization Device.
R Khanduja, C Cole, T Davies, T Patankar, J Lynch, C Kabbasch, A Nania, P Keston, A Sastry, Y Huang, M Roberts, Y Joshi, T Booth, AH Ashok
– World neurosurgery
(2026)
213,
125191
(doi: 10.1016/j.wneu.2026.125191)
Biomechanical Determinants of Plaque Erosion: Translational Implications and Precision Care.
J Sangha, E Tsiartas, Y Huang, S Gu, K Mohee, F Zhang, M Roberts, M Bennett
– JACC. Basic to translational science
(2026)
11,
101621
(doi: 10.1016/j.jacbts.2026.101621)
Embedding-Based Federated Learning with Runtime Governance for Iron Deficiency Prediction
F Zhang, S Deltadahl, ML Delouee, D Kreuter, J Taylor, A Visser, B Consortium, JHF Rudd, NS Gleadall, S Sivapalaratnam, F Asselbergs, MC Schut, M Roberts
(2026)
(doi: 10.48550/arxiv.2605.21563)
Embedding-Based Federated Learning with Runtime Governance for Iron Deficiency Prediction
F Zhang, S Deltadahl, ML Delouee, D Kreuter, J Taylor, A Visser, B Consortium, JHF Rudd, NS Gleadall, S Sivapalaratnam, F Asselbergs, MC Schut, M Roberts
– 2026 2nd International Conference on Federated Learning and Intelligent Computing Systems Flics 2026
(2026)
00,
524
(doi: 10.1109/FLICS70075.2026.11621932)

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