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  • Currently displaying 121 - 140 of 618 publications
ESTIMATION OF SINGLE-CELL AND TISSUE PERTURBATION EFFECT IN SPATIAL TRANSCRIPTOMICS VIA SPATIAL CAUSAL DISENTANGLEMENT
S Megas, DG Chen, K Polanski, M Eliasof, CB Schönlieb, SA Teichmann
– 13th International Conference on Learning Representations Iclr 2025
(2025)
82875
Improving the generalisation of radiographic AI using automated data curation to mitigate shortcut learning
I Selby, EG Solares, A Breger, M Roberts, LE Sánchez, J Rudd, N Walton, J Babar, C-B Schönlieb, E Sala, J Weir-McCall
– The Royal College of Radiologists Open
(2025)
3,
100232
(doi: 10.1016/j.rcro.2024.100232)
SpeedyAnnotate: An Intuitive and Open-Source Tool for Efficient Image Annotation and Quality Comparison
I Selby, A Breger, M Roberts, LE Sánchez, J Babar, J Rudd, E Sala, C-B Schönlieb, J Weir-McCall
– The Royal College of Radiologists Open
(2025)
3,
100233
(doi: 10.1016/j.rcro.2024.100233)
LIE ALGEBRA CANONICALIZATION: EQUIVARIANT NEURAL OPERATORS UNDER ARBITRARY LIE GROUPS
Z Shumaylov, P Zaika, J Rowbottom, F Sherry, M Weber, CB Schönlieb
– 13th International Conference on Learning Representations Iclr 2025
(2025)
13401
Symplectic Neural Flows for Modeling and Discovery
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
(2024)
(link to publication)
A study on the adequacy of common IQA measures for medical images
A Breger, C Karner, I Selby, J Gröhl, S Dittmer, E Lilley, J Babar, J Beckford, TR Else, TJ Sadler, S Shahipasand, A Thavakumar, M Roberts, C-B Schönlieb
– Springer Lecture Notes in Electrical Engineering, MICAD conference (2024)
(2024)
(doi: 10.48550/arxiv.2405.19224)
(link to publication)
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
Z Deng, Y Cheng, L Liu, S Wang, R Ke, C-B Schönlieb, AI Aviles-Rivero
– IEEE Transactions on Intelligent Transportation Systems
(2024)
26,
2747
(doi: 10.1109/TITS.2024.3510551)
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)
CAFLOW: Conditional autoregressive flows
G Batzolis, M Carioni, C Etmann, S Afyouni, Z Kourtzi, C-B Schönlieb
– Foundations of Data Science
(2024)
6,
553
(doi: 10.3934/fods.2024028)
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)
A sparse optimization approach to infinite infimal convolution regularization.
K Bredies, M Carioni, M Holler, Y Korolev, C-B Schönlieb
– Numer Math (Heidelb)
(2024)
157,
41
(doi: 10.1007/s00211-024-01439-2)
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
– 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
(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
– PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2024
(2024)
abs/2311.18839,
1265
(doi: 10.1145/3664647.3681153)
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation
L Zhang, Y Cheng, L Liu, C-B Schönlieb, AI Aviles-Rivero
– Lecture Notes in Computer Science
(2024)
15012 LNCS,
3
(doi: 10.1007/978-3-031-72390-2_1)
Hamiltonian Matching for Symplectic Neural Integrators
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
(2024)
(link to publication)

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