Publications

Madhukar NS, Elemento O, Pandey G.  2015.  Prediction of Genetic Interactions Using Machine Learning and Network Properties.. Front Bioeng Biotechnol. 3:172.

Gayvert KM, Madhukar NS, Elemento O.  2016.  A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials.. Cell Chem Biol. 23(10):1294-1301.

Prabhu VV, Lulla AR, Madhukar NS, Ralff MD, Zhao D, Kline CLeah B, A Van den Heuvel PJ, Lev A, Garnett MJ, McDermott U et al..  2017.  Cancer stem cell-related gene expression as a potential biomarker of response for first-in-class imipridone ONC201 in solid tumors.. PLoS One. 12(8):e0180541.

Liberti MV, Dai Z, Wardell SE, Baccile JA, Liu X, Gao X, Baldi R, Mehrmohamadi M, Johnson MO, Madhukar NS et al..  2017.  A Predictive Model for Selective Targeting of the Warburg Effect through GAPDH Inhibition with a Natural Product.. Cell Metab. 26(4):648-659.e8.

Madhukar NS, Elemento O.  2018.  Bioinformatics Approaches to Predict Drug Responses from Genomic Sequencing.. Methods Mol Biol. 1711:277-296.

Madhukar NS, Khade PK, Huang L, Gayvert K, Galletti G, Stogniew M, Allen JE, Giannakakou P, Elemento O.  2019.  A Bayesian machine learning approach for drug target identification using diverse data types.. Nat Commun. 10(1):5221.

Bhinder B, Gilvary C, Madhukar NS, Elemento O.  2021.  Artificial Intelligence in Cancer Research and Precision Medicine.. Cancer Discov. 11(4):900-915.