David Clifton

AutoNet-Generated Deep Layer-Wise Convex Networks for ECG Classification.

Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks.

Dynamic inter-treatment information sharing for individualized treatment effects estimation.

CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation.

A brief review of hypernetworks in deep learning.

Uncertainties in the Analysis of Heart Rate Variability: A Systematic Review.

Interpretable machine learning-based decision support for prediction of antibiotic resistance for complicated urinary tract infections.

Deep reinforcement learning for multi-class imbalanced training: applications in healthcare. Machine Learning, 1-20.

DuKA: A Dual-Keyless-Attention Model for Multi-modality EHR Data Fusion and Organ Failure Prediction.

Hospital monitoring.

Expectation-maximization contrastive learning for compact video-and-language representations.

Adversarial De-confounding in Individualised Treatment Effects Estimation.