AI4Health

Multimodal VAE for low-cost cardiac assessment

Develop a cost-effective cardiac instability detection tool using multimodal variational autoencoder

Mohammod Suvon, Prasun Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew Swift, Chen Chen, Haiping Lu

Multimodal VAE for low-cost cardiac assessment

Drug–target interaction prediction via bilinear attention network

Advance drug discovery with interpretable bilinear attention network and domain adaptation

Peizhen Bai, Filip Miljković, Bino John, Haiping Lu

Drug–target interaction prediction via bilinear attention network

Uncertainty estimation for landmark localisation

Quantify the uncertainty in automatic anatomical landmark localisation

Lawrence Schobs, Andrew Swift, Haiping Lu

Uncertainty estimation for landmark localisation

PyKale: open-source multimodal learning software library

Enable accessible machine learning from multiple data sources for interdisciplinary research

Haiping Lu, Xianyuan Liu, Shuo Zhou, Robert Turner, Peizhen Bai, Raivo Koot, Mustafa Chasmai, Lawrence Schobs, Hao Xu

PyKale: open-source multimodal learning software library

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