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

por Bifarin, Olatomiwa O.
Publicado 2023

Automated machine learning and explainable AI (AutoML-XAI) for metabolomics: improving cancer diagnostics

por Bifarin, Olatomiwa O., Fernández, Facundo M.
Publicado 2023

Machine Learning Reveals Lipidome Remodeling Dynamics in a Mouse Model of Ovarian Cancer

por Bifarin, Olatomiwa O., Sah, Samyukta, Gaul, David A., Moore, Samuel G., Chen, Ruihong, Palaniappan, Murugesan, Kim, Jaeyeon, Matzuk, Martin M., Fernández, Facundo M.
Publicado 2023

Machine Learning Reveals Lipidome Remodeling Dynamics in a Mouse Model of Ovarian Cancer

por Bifarin, Olatomiwa O., Sah, Samyukta, Gaul, David A., Moore, Samuel G., Chen, Ruihong, Palaniappan, Murugesan, Kim, Jaeyeon, Matzuk, Martin M., Fernández, Facundo M.
Publicado 2023

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

por Bifarin, Olatomiwa O., Gaul, David A., Sah, Samyukta, Arnold, Rebecca S., Ogan, Kenneth, Master, Viraj A., Roberts, David L., Bergquist, Sharon H., Petros, John A., Edison, Arthur S., Fernández, Facundo M.
Publicado 2021