M. Seymour

The small protein MntS evolved from a signal peptide and acquired a novel function regulating manganese homeostasis in Escherichia coli

This paper shows that the small protein MntS evolved from a signal peptide and regulates manganese homeostasis by inhibiting the MntP transporter and self-interacting in the presence of manganese.

Image-based consensus molecular subtype classification (imCMS) of colorectal cancer using deep learning

This paper develops imCMS, a deep learning method to classify colorectal cancer subtypes from histological images, showing improved accuracy over bioinformatic methods.

Dynamic species classification of microorganisms across time, abiotic and biotic environments - a sliding window approach

This paper introduces a sliding window approach for classifying microorganisms under dynamic environmental conditions, showing it outperforms simplistic methods and matches manual classification accuracy.