Noel Garry Faux

The paper describes the Stemformatics data portal, which curates and integrates gene expression datasets for stem cell research, enabling cross-dataset comparisons and benchmarking of cell types.

This paper introduces BioAct, an active learning method for creating curated datasets to enable biomedical knowledge base construction, and releases an annotated dataset on antimicrobial resistance.

This paper develops a blood-based machine learning model to predict cerebral spinal fluid Aβ1-42 levels, showing high accuracy in identifying Alzheimer's disease risk.

This paper introduces an automated mutation annotator that covers an extended mutation landscape, achieving F1 performance comparable to human annotation.