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  • Currently displaying 21 - 40 of 615 publications
Deep learning based Non-Rigid Volume-to-Surface Registration for Brain Shift compensation Using Point Cloud
EJ Muniya, G Kronreif, A Biguri, W Birkfellner, S Hatamikia
(2026)
(link to publication)
PLAQUE STRUCTURAL STRESS ESTIMATIONS FROM ARTIFICIAL INTELLIGENCE-DRIVEN OCT ANALYSIS IMPROVE PREDICTION OF FUTURE MAJOR ADVERSE CARDIOVASCULAR EVENTS
J Sangha, Y Huang, S Gu, B Jessney, X Chen, CV Bourantas, L Raber, F Prati, M Roberts, M Bennett
– JACC-JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
(2026)
87,
A788
(link to publication)
No-reference based automatic parameter optimization for iterative reconstruction using a novel search space aware crow search algorithm
P MohammadiNasab, A Biguri, P Steininger, P Keuschnigg, L Lamminger, A Lach, SMRS Islam, A Breger, C Karner, C-B Schönlieb, W Birkfellner, S Hatamikia
(2026)
(link to publication)
26-A-15449-ACC PLAQUE STRUCTURAL STRESS ESTIMATIONS FROM ARTIFICIAL INTELLIGENCE-DRIVEN OCT ANALYSIS IMPROVE PREDICTION OF FUTURE MAJOR ADVERSE CARDIOVASCULAR EVENTS
J Sangha, Y Huang, S Gu, B Jessney, X Chen, CV Bourantas, L Raber, F Prati, M roberts, M Bennett
– Journal of the American College of Cardiology
(2026)
87,
A788
(doi: 10.1016/j.jacc.2026.02.2035)
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling.
S Megas, DG Chen, K Polanski, H Asadollahzadeh, M Eliasof, C-B Schönlieb, SA Teichmann
– Nat Commun
(2026)
17,
4126
(doi: 10.1038/s41467-026-69856-5)
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
HY Tan, S Mukherjee, J Tang, C-B Schönlieb
– Proceedings of the Aaai Conference on Artificial Intelligence
(2026)
40,
25761
(doi: 10.1609/aaai.v40i30.39774)
Building Privacy-and-Security-Focused Federated Learning Infrastructure for Global Multi-Centre Healthcare Research
F Zhang, D Kreuter, J Fernandez-Marques, B Consortium, G Verghese, B Butler, N Lane, S Sivapalaratnam, J Taylor, NCJ de Wit, NS Gleadall, C-B Schönlieb, M Roberts
(2026)
(doi: 10.48550/arxiv.2603.10063)
Approximation Theory for Lipschitz Continuous Transformers
T Furuya, D Murari, C-B Schönlieb
(2026)
(link to publication)
Training-Free Dual Hyperbolic Adapters for Better Cross-Modal Reasoning
Y Zhang, C-W Cheng, J He, K Yu, Y Tang, C-B Schönlieb, Z He, AI Aviles-Rivero
– IEEE Transactions on Multimedia
(2026)
28,
5450
(doi: 10.1109/tmm.2026.3664982)
Data assimilation via model reference adaptation for linear and nonlinear dynamical systems
B Kaltenbach, C Aarset, TTN Nguyen
(2026)
(link to publication)
Multi-Level Monte Carlo training of neural operators
J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé
– Computer Methods in Applied Mechanics and Engineering
(2026)
453,
118800
(doi: 10.1016/j.cma.2026.118800)
Neural Fields for Highly Accelerated 2D Cine Phase Contrast MRI.
P Arratia, MJ Graves, M McLean, C Pirkl, C-B Schönlieb, T Schirmer, F Wiesinger, MJ Ehrhardt
– Advanced Science
(2026)
e19788
(doi: 10.1002/advs.202519788)
Multi-Level Monte Carlo Training of Neural Operators.
J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé
(2026)
(doi: 10.48550/arxiv.2505.12940)
(link to publication)
From Euler–Jacobi to Bogoyavlenskij and back
D Murari, N Sansonetto
– Nonlinearity
(2026)
39,
015016
(doi: 10.1088/1361-6544/ae341c)
Chapter 3 Learning regularization functionals for inverse problems: a comparative study
J Hertrich, HS Wong, A Denker, S Ducotterd, Z Fang, M Haltmeier, Ž Kereta, E Kobler, O Leong, MS Salehi, C-B Schönlieb, J Schwab, Z Shumaylov, J Sulam, GS Wache, M Zach, Y Zhang, MJ Ehrhardt, S Neumayer
– Handbook of Numerical Analysis
(2026)
27,
85
(doi: 10.1016/bs.hna.2026.04.001)
Computer vision for extraction of environmental characteristics from street images: a scoping review of methods and applications
K Kokka, Y Huang, I Itova, CB Schönlieb, L Foley, J Woodcock, T Burgoine
– Journal of Transport and Health
(2025)
47,
102209
(doi: 10.1016/j.jth.2025.102209)
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
– Journal of Computational Physics
(2025)
548,
114567
(doi: 10.1016/j.jcp.2025.114567)
Learned denoising with simulated and experimental low-dose CT data.
MB Kiss, A Biguri, C-B Schönlieb, KJ Batenburg, F Lucka
– Scientific reports
(2025)
16,
835
(doi: 10.1038/s41598-025-30457-9)
HIBMatch: Hypergraph Information Bottleneck for Semi-Supervised Alzheimer's Progression.
Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb
– IEEE J Biomed Health Inform
(2025)
30,
5100
(doi: 10.1109/jbhi.2025.3634534)
Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes
W Peaslee, A Breger, C-B Schonlieb
– 2025 33RD EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO
(2025)
716
(doi: 10.23919/EUSIPCO63237.2025.11226174)

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