Jonathan Wei Xiong Ng

Feature Importance Network reveals novel functional relationships between biological features in Arabidopsis thaliana

The paper constructs a gene feature dataset for Arabidopsis thaliana and develops a machine learning workflow to identify linked features, visualized as a Feature Important Network (FIN) to reveal novel biological insights.

LSTrAP-Crowd: Prediction of novel components of bacterial ribosomes with crowd-sourced analysis of RNA sequencing data

The paper uses crowdsourced analysis of RNA-seq data to identify uncharacterized genes associated with protein synthesis in bacterial pathogens.

Fungi.guru: comparative genomic and transcriptomic database for the Fungi kingdom

The paper introduces fungi.guru, a database integrating genomic and transcriptomic data from 19 fungi to identify conserved pathways and gene functions, with examples of secondary metabolite and catabolic pathways.