Anil Menon

Cross cohort oral microbiome meta-analysis identifies shared OPMD OSCC dysbiosis while machine learning exposes limits of OSCC classifier transportability

The paper identifies shared microbial dysbiosis in OPMD and OSCC across cohorts and evaluates the transportability of an OSCC classifier, finding limited diagnostic utility.

Hierarchical Machine Learning Uncovers Topological Signatures of Autophagy Regulation by Oral Bacteria in Oral Squamous Cell Carcinoma

The paper uses hierarchical machine learning to identify topological differences in autophagy networks between pathogenic and commensal oral bacteria in OSCC.