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  • Currently displaying 21 - 40 of 388 publications
LEVERAGING ADULT BRAIN TUMOUR AI MODELS TO PREDICT PAEDIATRIC NEUROONCOLOGY SURVIVAL
T shadbahr, J Ruffle, L Burrows, I Palladino, J Gains, M Roberts, H Hyare
– Neuro-Oncology
(2025)
27,
ii15
(doi: 10.1093/neuonc/noaf185.057)
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction With Correlated Noise
N Gruber, J Schwab, M Haltmeier, A Biguri, C Dlaska, G Hwang
– IEEE Access
(2025)
13,
139445
(doi: 10.1109/access.2025.3596557)
Deep Network Trainability via Persistent Subspace Orthogonality
A Massucco, D Murari, C-B Schönlieb
(2025)
(link to publication)
Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction
A Biguri, S Mukherjee, X Zhao, X Liu, X Wang, R Yang, Y Du, Y Peng, M Brudfors, M Graham, H Ryu, O Kutter, A Hauptmann, M Al-Rubaye, MT Nieminen, MAK Brix, A Yunker, R Kettimuthu, JC Roeske, S Alavala, S Gorthi, C-B Schnlieb
– IEEE Open Journal of Signal Processing
(2025)
6,
942
(doi: 10.1109/ojsp.2025.3593189)
Linear toroidal-inertial waves on a differentially rotating sphere with application to helioseismology: Modeling, forward and inverse problems
TTN Nguyen, D Fournier, L Gizon, T Hohage
(2025)
(link to publication)
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)
Uncertainty quantification in cost-effectiveness analysis for stochastic-based infectious disease models: Insights from surveillance on lymphatic filariasis
MC Antony Oliver, M Graham, I Manolopoulou, GF Medley, L Pellis, KB Pouwels, M Thorpe, TD Hollingsworth
– J Theor Biol
(2025)
611,
112197
(doi: 10.1016/j.jtbi.2025.112197)
Artificial Intelligence for Pre-Anaemic Iron Deficiency Detection Using Rich Complete Blood Count Data
D Kreuter, J Taylor, S Deltadahl, M Besser, JR Bradley, J Gilbey, S Kaptoge, N Kingston, WH Ouwehand, D Roberts, O Shamardina, KE Stirrups, D Swinkels, D Vuckovic, SN BioResource, S Trial, B Consortium, JH Rudd, E Di Angelantonio, C-B Schönlieb, P Nachev, S Sivapalaratnam, NS Gleadall, M Roberts
(2025)
(doi: 10.1101/2025.06.18.25329494)
Traction force microscopy for linear and nonlinear elastic materials as a parameter identification inverse problem
G Sarnighausen, TTN Nguyen, T Hohage, M Sinha, S Köster, T Betz, US Schwarz, A Wald
– Inverse Problems
(2025)
41,
065023
(doi: 10.1088/1361-6420/add0d5)
Deep generative classification of blood cell morphology
S Deltadahl, J Gilbey, C Van Laer, N Boeckx, MPG Leers, T Freeman, L Aiken, T Farren, M Smith, M Zeina, S MacDonald, D Gleghorn, BloodCounts! consortium, JH Rudd, C Piazzese, J Taylor, N Gleadall, C-B Schönlieb, S Sivapalaratnam, M Roberts, P Nachev
– Nat Mach Intell
(2025)
7,
1791
(doi: 10.1038/s42256-025-01122-7)
Trajectory generation for ROI expansion in dental CBCT imaging: An out-of-FOV ROI annotation guided arc scan-based approach.
SMRS Islam, A Biguri, C Landi, G Di Domenico, P Grün, C Sarti, C-B Schönlieb, D Turhani, G Kronreif, W Birkfellner, S Hatamikia
– Comput Struct Biotechnol J
(2025)
28,
211
(doi: 10.1016/j.csbj.2025.06.013)
Sequential bi-level regularized inversion with application to hidden reaction law discovery
TTN Nguyen
– Inverse Problems
(2025)
41,
065015
(doi: 10.1088/1361-6420/addf73)
Predictions based on pixel data: Insights from PDEs and finite differences
E Celledoni, J Jackaman, D Murari, B Owren
– Journal of Computational Physics
(2025)
538,
114166
(doi: 10.1016/j.jcp.2025.114166)
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 J Biomed Health Inform
(2025)
29,
8395
(doi: 10.1109/jbhi.2025.3576436)
Smooth Model Compression without Fine-Tuning
C Runkel, NK Meli, J Lukasik, A Biguri, C-B Schönlieb, M Moeller
(2025)
(link to publication)
Approximation theory for 1-Lipschitz ResNets
D Murari, T Furuya, C-B Schönlieb
(2025)
(link to publication)
Review and recommendations for using artificial intelligence in intracoronary optical coherence tomography analysis
X Chen, Y Huang, B Jessney, J Sangha, S Gu, C-B Schönlieb, M Bennett, M Roberts
– European heart journal. Digital health
(2025)
6,
529
(doi: 10.1093/ehjdh/ztaf053)
The extended adjoint state and nonlinearity in correlation-based passive imaging
TTN Nguyen
(2025)
(link to publication)
Parameter choices in HaarPSI for IQA with medical images
C Karner, J Gröhl, I Selby, J Babar, J Beckford, TR Else, TJ Sadler, S Shahipasand, A Thavakumar, M Roberts, JHF Rudd, C-B Schönlieb, JR Weir-McCall, A Breger
(2025)
(doi: 10.48550/arxiv.2410.24098)
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)

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