Analytical challenges in omics research on asthma and allergy: A National Institute of Allergy and Infectious Diseases workshop

S Bunyavanich, PM Becker, MC Altman… - Journal of Allergy and …, 2024 - Elsevier
Studies of asthma and allergy are generating increasing volumes of omics data for analysis
and interpretation. The National Institute of Allergy and Infectious Diseases (NIAID) …

Heterogeneous graph attention network improves cancer multiomics integration

S Tabakhi, C Vandermeulen, I Sudbery… - arXiv preprint arXiv …, 2024 - arxiv.org
The increase in high-dimensional multiomics data demands advanced integration models to
capture the complexity of human diseases. Graph-based deep learning integration models …

Multimodal learning for multi-omics: a survey

S Tabakhi, MNI Suvon, P Ahadian… - World Scientific Annual …, 2023 - World Scientific
With advanced imaging, sequencing, and profiling technologies, multiple omics data
become increasingly available and hold promises for many healthcare applications such as …