Denis C. Shields

The paper identifies genomic regions with increased reciprocal recombination in autism spectrum disorder families, suggesting these regions may contribute to disease through unfavourable haplotypes.

The paper examines how proteolysis in seeds is influenced by germination, homogenisation, and species mixture, finding increased proteolytic activity and peptide release.

This paper develops AutoPeptideML, an AutoML tool for peptide bioactivity prediction, showing that automated methods can improve model trustworthiness and efficiency.

The paper introduces a new metric, AU-GOOD, to evaluate model performance on out-of-distribution data in biochemistry, with applications to small molecule and protein property prediction.