Medical Imaging

Uncertainty estimation for landmark localisation

Quantify the uncertainty in automatic anatomical landmark localisation

Lawrence Schobs, Andrew Swift, Haiping Lu

Uncertainty estimation for landmark localisation

Human-in-the-loop DL for cardiac CT/MRI

Interactively trained ‘human-in-the-loop’ deep learning to improve cardiac CT/MRI assessment for accurate therapy response and mortality prediction

Andrew Swift, Haiping Lu

Oct 1, 2021

Human-in-the-loop DL for cardiac CT/MRI

Multisite brain fMRI classification

Classify autism across multiple sites via site-dependence minimisation & second-order functional connectivity

Mwiza Kunda, Shuo Zhou, Gaolang Gong, Haiping Lu

Multisite brain fMRI classification

Interpretable ML for Cardiac MRI

Interpretable machine learning to improve prognostic and treatment response assessment on cardiac MRI

Samer Alabed, Shuo Zhou, Johanna Uthoff, Andrew Swift, Haiping Lu

Nov 1, 2020

Interpretable ML for Cardiac MRI