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  • Currently displaying 61 - 80 of 1600 publications
FedMAP: Personalised Federated Learning for Real Large-Scale Healthcare Systems
F Zhang, D Kreuter, C Esteve-Yagüe, S Dittmer, J Fernandez-Marques, S Ip, B Consortium, NCJ de Wit, A Wood, JH Rudd, N Lane, NS Gleadall, C-B Schönlieb, M Roberts
(2025)
(doi: 10.48550/arxiv.2405.19000)
Evaluation of a Mammography-based Deep Learning Model for Breast Cancer Risk Prediction in a Triennial Screening Program
JWD Rothwell, P Rogers, NR Payne, Y Huang, JD Kaggie, SE Hickman, F Kilburn-Toppin, B Kasmai, A Juette, FJ Gilbert
– Radiology
(2025)
317,
e250391
(doi: 10.1148/radiol.250391)
Optimal In-context Adaptivity and Distributional Robustness of Transformers
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Brain foundation models with hypergraph dynamic adapter for brain disease analysis
Z Deng, H Wang, Z Huang, L Zhang, AI Aviles-Rivero, C Liu, J He, Z Kourtzi, C-B Schönlieb
– Pattern Recognition
(2025)
172,
112595
(doi: 10.1016/j.patcog.2025.112595)
Heading Estimation of Ships using Deep Learning and Synthetic Non-aerial Images
M Lopez, C Schönlieb, A Aviles-Rivero, R Mester, E Brekke, A Stahl
– Journal of Physics Conference Series
(2025)
3123,
012027
(doi: 10.1088/1742-6596/3123/1/012027)
Symmetry: A general structure in nonparametric regression
LG Christie, JAD Aston
– Annals of Statistics
(2025)
53,
2040
(doi: 10.1214/25-AOS2529)
Nonparametric inference under shape constraints: past, present and future
RJ Samworth
(2025)
(link to publication)
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)
18,
e018133
(doi: 10.1161/circimaging.125.018133)
Nested Bregman Iterations for Decomposition Problems
T Wolf, DT Driggs, K Papafitsoros, E Resmerita, C-B Schönlieb
– SIAM Journal on Imaging Sciences
(2025)
18,
1963
(doi: 10.1137/25m173123x)
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
C-W Cheng, Y Zhao, Y Cheng, JA Montoya-Zegarra, C-B Schönlieb, AI Aviles-Rivero
– Lecture Notes in Computer Science
(2025)
15970,
304
(doi: 10.1007/978-3-032-05141-7_30)
ViTAL-CT: Vision Transformers for High-Risk Plaque Classification in Coronary CTA
A Le, J Zheng, T Gong, Q Sun, J Weir-McCall, DP O’Regan, MC Williams, DE Newby, JHF Rudd, Y Huang
– MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
(2025)
15965,
681
(doi: 10.1007/978-3-032-04978-0_65)
Electrical impedance tomography revisited
AS Fokas, D Kyriakopoulou
– Physica D Nonlinear Phenomena
(2025)
483,
134941
(doi: 10.1016/j.physd.2025.134941)
2-022 Artifact-corrected artificial intelligence-LED intracoronary oct analysis identifies plaque progression and vulnerability, drug efficacy and patient events
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, C Costopoulos, L Räber, F Prati, C-B Schönlieb, Y Onuma, P Serruys, M Roberts, M Bennett
– Acute coronary syndromes & interventional cardiology
(2025)
A60
(doi: 10.1136/heartjnl-2025-bcs.61)
A Artifact-corrected artificial intelligence-LED intracoronary OCT analysis identifies plaque progression and vulnerability, drug efficacy and patient events
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, C Costopoulos, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett
– Young Investigator Award
(2025)
A276
(doi: 10.1136/heartjnl-2025-bcs.281)
Reading the signals: Developing a maternity outcome signal system (MOSS) to improve critical outcomes at term
E Murdoch, B Kirkup, G Smith, D Spiegelhalter
– BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY
(2025)
132,
109
(link to publication)
Editorial: Special Issue on “Learning Across Distribution Shifts”
S Kpotufe, RJ Samworth, Y Sun
– Statistical Science
(2025)
40,
347
(doi: 10.1214/25-STS1010)
Clinical decision tree for optimizing endoscopic assessment of signet ring cell carcinoma in hereditary diffuse gastric cancer surveillance.
L Wu, J Honing, A Wu, SS Kupfer, TM Bisseling, JM van Dieren, WK Tan, CYC Lee, AV Hadjinicolaou, Y Huang, JDLR Negro, MT Sharip, J Elias, HJ Lim, N Karthik, G Markert, W Prew, M O'Donovan, M Tischkowitz, V Sujendran, JR O'Neill, F Markowetz, RC Fitzgerald, M di Pietro
– Endoscopy
(2025)
57,
1118
(doi: 10.1055/a-2634-7895)
False discovery rate control with compound p-values
RF Barber, RJ Samworth
(2025)
(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 Schnlieb
– IEEE Open Journal of Signal Processing
(2025)
6,
942
(doi: 10.1109/ojsp.2025.3593189)
Estimating Maximal Symmetries of Regression Functions via Subgroup Lattices
LG Christie, JAD Aston
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2025)
87,
1576
(doi: 10.1093/jrsssb/qkaf031)

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