Machine Learning | Statistics Differentiable samplers for deep latent variable models. March 27, 2023
Other Unravelled multilevel transformation networks for predicting sparsely observed spatio-temporal dynamics. June 20, 2022
Data-driven Prediction | Dynamical Systems Hierarchical deep learning of multiscale differential equation time-steppers. June 20, 2022
Data-driven Prediction | Dynamic systems | Nonlinear Systems Deep learning for centre manifold reduction and stability analysis in nonlinear systems. June 20, 2022
Data Science | Epidemiology | Public Health COVID-19 Surveiller: toward a robust and effective pandemic surveillance system basedon social media mining. November 22, 2021
Cardiology Optimal ECG-lead selection increases generalizability of deep learning on ECG abnormality classification. October 25, 2021
Cardiology | Physiology Advanced computation in cardiovascular physiology: new challenges and opportunities. October 25, 2021
Cardiology | Deep Learning Robustness of convolutional neural networks to physiological electrocardiogram noise. October 25, 2021
Cardiology A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices. October 25, 2021
Radiology Which GAN? A comparative study of generative adversarial network-based fast MRI reconstruction. May 10, 2021
Cardiology | Radiology Synergistic multi-contrast cardiac magnetic resonance image reconstruction. May 10, 2021