Simon Gaisford

A Machine Learning Platform for Imputing Missing Critical Quality Attributes in Pharmaceutical Development

Quality control is fundamental to drug development, with critical quality attributes (CQAs) serving as key indicators of product performance. However, missing or incomplete CQA data remains a persistent challenge throughout pharmaceutical research and manufacturing. In this study...

Impact of a multi-strain probiotic in real-world women with perimenopause symptoms: a single-arm, virtual pilot study

Perimenopause is characterised by fluctuating ovarian hormones and a heterogeneous, multisystem symptom profile that can substantially impair quality of life (QoL). Non-hormonal management options remain limited for those unable/unwilling to use hormone replacement therapy. Emerg...