R. Ozuru

Emulating Visual Evaluations in the Microscopic Agglutination Test with Deep Learning

This paper develops a deep learning model to estimate agglutination rates in the Microscopic Agglutination Test (MAT) for leptospirosis, achieving accurate results and improving model interpretability.

Light-dependent synthesis of a nucleotide second messenger controls bacterial motility

The paper shows light-dependent cAMP synthesis controls bacterial motility via a novel photoresponsive enzyme in a soil bacterium.

Stx2 Induces Differential Gene Expression by Activating Several Pathways and Disturbs Circadian Rhythm Genes in the Proximal Tubule.

This study identifies Stx2-induced differential gene expression and circadian rhythm disruption in proximal tubules, linking these changes to renal dysfunction.

A Machine Learning Model of Microscopic Agglutination Test for Diagnosis of Leptospirosis

This paper develops a machine learning model to automate the Microscopic Agglutination Test (MAT) for leptospirosis diagnosis by improving classification accuracy using wavelet coefficient histograms.