Souvik Guha

The paper develops a mathematical model showing that Androgen Receptor stabilizes a hybrid epithelial/mesenchymal phenotype in prostate cancer cells with Notch-Jagged signaling, correlating with worse patient outcomes.

The paper combines LASSO regression with a deep neural network to improve lung cancer diagnosis from transcriptomic data, achieving high accuracy and specificity.

This study uses LASSO regression and bioinformatics tools to identify prognostic genes in breast cancer, finding six chemokines associated with disease progression.