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  • Currently displaying 61 - 80 of 388 publications
TIGRE v3: Efficient and easy to use iterative computed tomographic reconstruction toolbox for real datasets
A Biguri, T Sadakane, R Lindroos, Y Liu, MS Landman, Y Du, M Lohvithee, S Kaser, S Hatamikia, R Bryll, E Valat, S Wonglee, T Blumensath, C-B Schönlieb
(2024)
(link to publication)
Benchmarking learned algorithms for computed tomography image reconstruction tasks
MB Kiss, A Biguri, Z Shumaylov, F Sherry, KJ Batenburg, C-B Schönlieb, F Lucka
(2024)
(link to publication)
Neural networks for the approximation of Euler’s elastica
E Celledoni, E Çokaj, A Leone, S Leyendecker, D Murari, B Owren, RTSM de Almagro, M Stavole
– Computer Methods in Applied Mechanics and Engineering
(2024)
435,
117584
(doi: 10.1016/j.cma.2024.117584)
Traction force microscopy for linear and nonlinear elastic materials as a parameter identification inverse problem
G Sarnighausen, TTN Nguyen, T Hohage, M Sinha, S Koester, T Betz, US Schwarz, A Wald
(2024)
(link to publication)
Deep Generative Classification of Blood Cell Morphology.
S Deltadahl, J Gilbey, C Van Laer, N Boeckx, M Leers, T Freeman, L Aiken, T Farren, M Smith, M Zeina, B consortium, JH Rudd, C Piazzese, J Taylor, N Gleadall, C-B Schönlieb, S Sivapalaratnam, M Roberts, P Nachev
(2024)
(doi: 10.48550/arxiv.2408.08982)
Source-detector trajectory optimization for FOV extension in dental CBCT imaging
SMRS Islam, A Biguri, C Landi, G Di Domenico, B Schneider, P Grün, C Sarti, R Woitek, A Delmiglio, C-B Schönlieb, D Turhani, G Kronreif, W Birkfellner, S Hatamikia
– Computational and Structural Biotechnology Journal
(2024)
24,
679
(doi: 10.1016/j.csbj.2024.11.010)
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
– Arxiv
(2024)
00,
1
(doi: 10.1109/isbi60581.2025.10981227)
Artificial Intelligence-Led Intracoronary OCT Analysis to Identify Drug Efficacy and Predict Patient Events
B Jessney, X Chen, S Gu, Y Huang, S Hoole, M Roberts, M Bennett
– JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
(2024)
84,
B17
(link to publication)
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, C-B 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)
Hamiltonian Matching for Symplectic Neural Integrators
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
(2024)
(link to publication)
Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach
M Eliasof, D Murari, F Sherry, C-B Schönlieb
– Frontiers in Artificial Intelligence and Applications
(2024)
392,
1607
(doi: 10.3233/FAIA240667)
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
C-W Cheng, J Huang, Y Zhang, G Yang, C-B Schönlieb, AI Aviles-Rivero
(2024)
(link to publication)
Bi-level regularization via iterative mesh refinement for aeroacoustics
C Aarset, TTN Nguyen
(2024)
(link to publication)
Sequential bi-level regularized inversion with application to hidden reaction law discovery
TTN Nguyen
(2024)
(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 Schönlieb
(2024)
(doi: 10.36227/techrxiv.172418119.96055599/v1)
Parallel-in-Time Solutions with Random Projection Neural Networks
MM Betcke, LM Kreusser, D Murari
(2024)
(link to publication)
Learned denoising with simulated and experimental low-dose CT data
MB Kiss, A Biguri, C-B Schönlieb, KJ Batenburg, F Lucka
(2024)
(link to publication)
Data driven surrogate signal extraction for dynamic PET using selective PCA: time windows versus the combination of components.
AC Whitehead, K-H Su, EC Emond, A Biguri, L Brusaferri, M Machado, JC Porter, H Garthwaite, SD Wollenweber, JR McClelland, K Thielemans
– Physics in Medicine & Biology
(2024)
69,
175008
(doi: 10.1088/1361-6560/ad5ef1)
Using machine learning to predict carotid artery symptoms from CT angiography: A radiomics and deep learning approach
EPV Le, MYZ Wong, L Rundo, JM Tarkin, NR Evans, JR Weir-McCall, MM Chowdhury, PA Coughlin, H Pavey, F Zaccagna, C Wall, R Sriranjan, A Corovic, Y Huang, EA Warburton, E Sala, M Roberts, C-B Schönlieb, JHF Rudd
– Eur J Radiol Open
(2024)
13,
100594
(doi: 10.1016/j.ejro.2024.100594)
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning
Y Zhang, C-W Cheng, K Yu, Z He, C-B Schönlieb, AI Aviles-Rivero
(2024)
(link to publication)

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