Joseph E. Lucas

High-Dimensional Sparse Factor Modeling: Applications in Gene Expression Genomics

Carlos M. Carvalho, Jeffrey T. Chang, Joseph E. Lucas et al. · Journal of the American Statistical Association · 2008 · 477 citations · Full text

Engineering, Gene Expression Profiling, Molecular Profiling +18

Metabolic network failures in Alzheimer's disease: A biochemical road map

Jon B. Toledo, Matthias Arnold, Gabi Kastenmüller et al. · Alzheimer s & Dementia · 2017 · 477 citations · Full text

Gene Expression Signatures Diagnose Influenza and Other Symptomatic Respiratory Viral Infections in Humans

Aimee K. Zaas, Minhua Chen, Jay B. Varkey et al. · Cell Host & Microbe · 2009 · 436 citations · Full text

Viral Diagnostics, Respiratory Diseases, Immunology +5

A pathway-based classification of human breast cancer

Michael L. Gatza, Joseph E. Lucas, William T. Barry et al. · Proceedings of the National Academy of Sciences · 2010 · 332 citations · Full text

Identified Subgroups, Breast Oncology, Tumor Heterogeneity +15

A comparison of models for predicting early hospital readmissions

Joseph Futoma, Jonathan D. Morris, Joseph E. Lucas · Journal of Biomedical Informatics · 2015 · 280 citations · Full text

Machine Learning, Hospital Medicine, Early Hospital Readmissions +21