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  • Currently displaying 1 - 20 of 305 publications
Artificial intelligence-led whole coronary artery OCT analysis; validation and identification of drug efficacy and higher-risk plaques
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett
– Circulation Cardiovascular Imaging
(2025)
e018133
(doi: 10.1161/circimaging.125.018133)
BORT2: Bi-level optimization for robust target training in multi-source domain adaptation
Z Deng, D Li, X Peng, YZ Song, T Xiang
– Pattern Recognition
(2025)
172,
112367
(doi: 10.1016/j.patcog.2025.112367)
Revisiting model scaling with a U-net benchmark for 3D medical image segmentation
Z Huang, J Ye, H Wang, Z Deng, Z Yang, Y Su, J Liu, T Li, Y Gu, S Zhang, Y Qiao, L Gu, J He
– Sci Rep
(2025)
15,
29795
(doi: 10.1038/s41598-025-15617-1)
SAM-Med3D: A Vision Foundation Model for General-Purpose Segmentation on Volumetric Medical Images
H Wang, S Guo, J Ye, Z Deng, J Cheng, T Li, J Chen, Y Su, Z Huang, Y Shen, B zzzzFu, S Zhang, J He
– IEEE Transactions on Neural Networks and Learning Systems
(2025)
36,
17599
(doi: 10.1109/tnnls.2025.3586694)
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, CB Schönlieb
– IEEE Open Journal of Signal Processing
(2025)
6,
942
(doi: 10.1109/ojsp.2025.3593189)
Motion Constrained Point Cloud Matching for Maritime Tracking
N Dalhaug, M Baerveldt, AI Aviles-Rivero, CB Schonlieb, A Stahl, R Mester, E Forland 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, JHF Rudd, ED Angelantonio, C-B Schönlieb, P Nachev, S Sivapalaratnam, NS Gleadall, M Roberts
(2025)
(doi: 10.1101/2025.06.18.25329494)
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 Alzheimer's Disease.
G Yang, K Du, Z Yang, Y Du, EYW Cheung, Y Zheng, M Yang, Z Kourtzi, C-B Schonlieb, S Wang
– IEEE Journal of Biomedical and Health Informatics
(2025)
PP,
1
(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
– Eur Heart J Digit Health
(2025)
6,
529
(doi: 10.1093/ehjdh/ztaf053)
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
(doi: 10.1109/TIM.2025.3554318)
From Euler-Jacobi to Bogoyavlensky and back
D Murari, N Sansonetto
(2025)
(link to publication)
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)
(doi: 10.1101/2025.03.25.645330)
Enhancing Fourier Neural Operators with Local Spatial Features
C Liu, D Murari, L Liu, Y Li, C Budd, C-B Schönlieb
(2025)
(link to publication)
Approximation properties of neural ODEs
AD Marinis, D Murari, E Celledoni, N Guglielmi, B Owren, F Tudisco
(2025)
(link to publication)
FCN plus : Global receptive convolution makes FCN great again
X Ren, Z Deng, J Ye, J He, D Yang
– Neurocomputing
(2025)
631,
129655
(doi: 10.1016/j.neucom.2025.129655)
A-Eval: A benchmark for cross-dataset and cross-modality evaluation of abdominal multi-organ segmentation
Z Huang, Z Deng, J Ye, H Wang, Y Su, T Li, H Sun, J Cheng, J Chen, J He, Y Gu, S Zhang, L Gu, Y Qiao
– Med Image Anal
(2025)
101,
103499
(doi: 10.1016/j.media.2025.103499)

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