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Currently displaying 81 - 100 of 388 publications

Correcting common OCT artifacts enhances plaque classification and identification of higher-risk plaque features.

B Jessney, X Chen, S Gu, A Brown, D Obaid, C Costopoulos, M Goddard, N Shah, H Garcia-Garcia, Y Onuma, P Serruys, SP Hoole, M Mahmoudi, M Roberts, M Bennett

– Cardiovascular Revascularization Medicine

(2024)

73,

(doi: 10.1016/j.carrev.2024.06.023)

Deep Block Proximal Linearised Minimisation Algorithm for Non-convex Inverse Problems

C Huang, Z Wu, Y Cheng, T Zeng, C-B Schönlieb, AI Aviles-Rivero

(2024)

(link to publication)

Can physics-informed neural networks beat the finite element method?

TG Grossmann, UJ Komorowska, J Latz, C-B Schönlieb

– IMA Journal of Applied Mathematics Institute of Mathematics and Its Applications

(2024)

89,

143

(doi: 10.1093/imamat/hxae011)

Continuous Learned Primal Dual

C Runkel, A Biguri, C-B Schönlieb

(2024)

(link to publication)

REFORMS: Consensus-based Recommendations for Machine-learning-based Science.

S Kapoor, EM Cantrell, K Peng, TH Pham, CA Bail, OE Gundersen, JM Hofman, J Hullman, MA Lones, MM Malik, P Nanayakkara, RA Poldrack, ID Raji, M Roberts, MJ Salganik, M Serra-Garcia, BM Stewart, G Vandewiele, A Narayanan

– Science advances

(2024)

10,

eadk3452

(doi: 10.1126/sciadv.adk3452)

Reducing the Antigen Prevalence Target Threshold for Stopping and Restarting Mass Drug Administration for Lymphatic Filariasis Elimination: A Model-Based Cost-effectiveness Simulation in Tanzania, India and Haiti

MC Antony Oliver, M Graham, KM Gass, GF Medley, J Clark, EL Davis, LJ Reimer, JD King, KB Pouwels, TD Hollingsworth

– Clinical Infectious Diseases

(2024)

78,

S160

(doi: 10.1093/cid/ciae108)

Designing stable neural networks using convex analysis and ODEs

F Sherry, E Celledoni, MJ Ehrhardt, D Murari, B Owren, C-B Schönlieb

– Physica D : Non-linear phenomena

(2024)

463,

134159

(doi: 10.1016/j.physd.2024.134159)

Publisher Correction: The curious case of the test set AUROC

M Roberts, A Hazan, S Dittmer, JHF Rudd, C-B Schönlieb

– Nature Machine Intelligence

(2024)

494

(doi: 10.1038/s42256-024-00834-6)

Non-contact, portable and stand-off infrared thermal imager for security scanning applications

W Khor, YK Chen, M Roberts, F Ciampa

– AIP Advances

(2024)

14,

045314

(doi: 10.1063/5.0188862)

Automated detection and classification of concealed objects using infrared thermography and convolutional neural networks

W Khor, YK Chen, M Roberts, F Ciampa

– Scientific Reports

(2024)

14,

8353

(doi: 10.1038/s41598-024-56636-8)

Automated detection and classification of concealed objects using infrared thermography and convolutional neural networks

W Khor, YK Chen, M Roberts, F Ciampa

– Scientific Reports

(2024)

14,

8353

(doi: 10.1038/s41598-024-56636-8)

LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification.

P Sellars, AI Aviles-Rivero, C-B Schonlieb

– IEEE Trans Neural Netw Learn Syst

(2024)

35,

5306

(doi: 10.1109/TNNLS.2022.3203315)

Recent methodological advances in federated learning for healthcare

F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, BloodCounts! consortium, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts

– Patterns

(2024)

101006

(doi: 10.1016/j.patter.2024.101006)

Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis

AI Aviles-Rivero, C-W Cheng, Z Deng, Z Kourtzi, C-B Schönlieb

(2024)

(doi: 10.48550/arxiv.2403.12719)

Bi-level iterative regularization for inverse problems in nonlinear PDEs

TTN Nguyen

– Inverse Problems

(2024)