skip to content
Home

Cambridge Image Analysis

Publications

Tips on using this search form

  • All search terms are case-insensitive
  • If you specify more than one search option (e.g. you search for both "Authors" and "Paper title") then the publications returned will be those that match all of your search terms
  • To reset the search form, click here
  • Currently displaying 1 - 20 of 310 publications
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, M Schut, F Asselbergs, S Kar, S Williams, M Koh, Y Henskens, N de Wit, U D’Alessandro, B Bah, O Secka, R Gupta, S Trompeter, C van Laer, GA Awandare, K Sarpong, L Amenga-Etego, WH Ouwehand, JHF Rudd, JHF Rudd, C Piazzese, J Taylor, N Gleadall, C-B Schönlieb, S Sivapalaratnam, M Roberts, P Nachev
– Nature Machine Intelligence
(2025)
7,
1791
(doi: 10.1038/s42256-025-01122-7)
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
– Circ Cardiovasc Imaging
(2025)
18,
e018133
(doi: 10.1161/circimaging.125.018133)
Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes
P Wallace, A Breger, C-B Schönlieb
(2025)
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)
PhotIQA: A photoacoustic image data set with image quality ratings
A Breger, J Gröhl, C Karner, TR Else, I Selby, J Weir-McCall, C-B Schönlieb
(2025)
(doi: 10.48550/arxiv.2507.03478)
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)
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)
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
– Journal of theoretical biology
(2025)
611,
112197
(doi: 10.1016/j.jtbi.2025.112197)
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
– Nature machine intelligence
(2025)
7,
1791
(doi: 10.1038/s42256-025-01122-7)
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)
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)
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)
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)
A Study of Why We Need to Reassess Full Reference Image Quality Assessment with Medical Images.
A Breger, A Biguri, MS Landman, I Selby, N Amberg, E Brunner, J Gröhl, S Hatamikia, C Karner, L Ning, S Dittmer, M Roberts, AIX-COVNET Collaboration, C-B Schönlieb
– Journal of Imaging Informatics in Medicine
(2025)
1
(doi: 10.1007/s10278-025-01462-1)

Study at Cambridge

About the University

Research at Cambridge