Olatomiwa O. Bifarin

Interpretable machine learning with tree-based shapley additive explanations: Application to metabolomics datasets for binary classification

Olatomiwa O. Bifarin · PLoS ONE · 2023 · 90 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Machine Learning-Enabled Renal Cell Carcinoma Status Prediction Using Multiplatform Urine-Based Metabolomics

Olatomiwa O. Bifarin, David A. Gaul, Samyukta Sah et al. · Journal of Proteome Research · 2021 · 53 citations · Full text

Renal Pathology, Metabolomic Profiling, Rcc Status Prediction +16

Automated Machine Learning and Explainable AI (AutoML-XAI) for Metabolomics: Improving Cancer Diagnostics

Olatomiwa O. Bifarin, Facundo M. Fernández · Journal of the American Society for Mass Spectrometry · 2024 · 27 citations · Full text

Urine-Based Metabolomics and Machine Learning Reveals Metabolites Associated with Renal Cell Carcinoma Stage

Olatomiwa O. Bifarin, David A. Gaul, Samyukta Sah et al. · Cancers · 2021 · 20 citations · Full text