Jonathan L. Lustgarten

Discovery and verification of amyotrophic lateral sclerosis biomarkers by proteomics

Henrik Ryberg, Jiyan An, Samuel Darko et al. · Muscle & Nerve · 2010 · 117 citations

Improving classification performance with discretization on biomedical datasets.

Jonathan L. Lustgarten, Vanathi Gopalakrishnan, Himanshu Grover et al. · PubMed · 2008 · 84 citations · Full text

Engineering, Machine Learning, Feature Selection +19

A Metaproteomic Approach to Study Human-Microbial Ecosystems at the Mucosal Luminal Interface

Xiaoxiao Li, James F. LeBlanc, Allison Truong et al. · PLoS ONE · 2011 · 84 citations · Full text

Dysbiosis, Pathology, Human Microbial Flora +21

Measuring stability of feature selection in biomedical datasets.

Jonathan L. Lustgarten, Vanathi Gopalakrishnan, Shyam Visweswaran · PubMed · 2009 · 64 citations

Engineering, Machine Learning, Data Science +15

Application of an efficient Bayesian discretization method to biomedical data

Jonathan L. Lustgarten, Shyam Visweswaran, Vanathi Gopalakrishnan et al. · BMC Bioinformatics · 2011 · 59 citations · Full text