Joshua E. Lewis

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

Safoora Yousefi, Fatemeh Amrollahi, Mohamed Amgad et al. · Scientific Reports · 2017 · 240 citations · Full text

Computing, Bioinformatics, Oncology +17

Integration of machine learning and genome-scale metabolic modeling identifies multi-omics biomarkers for radiation resistance

Joshua E. Lewis, Melissa L. Kemp · Nature Communications · 2021 · 191 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Personalized Genome-Scale Metabolic Models Identify Targets of Redox Metabolism in Radiation-Resistant Tumors

Joshua E. Lewis, Tom E. Forshaw, David A. Boothman et al. · Cell Systems · 2021 · 60 citations · Full text

Medicine, Cancer Biology, Oncology +16

Genome-Scale Modeling of NADPH-Driven β-Lapachone Sensitization in Head and Neck Squamous Cell Carcinoma

Joshua E. Lewis, Francesco Costantini, Jade Mims et al. · Antioxidants and Redox Signaling · 2017 · 30 citations · Full text

Life Sciences, Biochemistry, Oncology +17

Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia Using Flow Cytometry

Joshua E. Lewis, Lee Cooper, David L. Jaye et al. · Modern Pathology · 2023 · 28 citations · Full text

Medicine, Hematology, Oncology +14