Shriprakash Sinha

Hilbert-Schmidt and Sobol sensitivity indices for static and time series Wnt signaling measurements in colorectal cancer - Part A

The paper uses sensitivity analysis on Wnt signaling data to identify contributing factors and causal relations in colorectal cancer, showing density-based indices outperform variance-based ones for nonlinear relationships.

A pedagogical walkthrough of computational modeling and simulation of Wnt signaling pathway using static causal models in Matlab

The paper provides a tutorial on using static Bayesian networks in Matlab to model Wnt signaling pathway in colorectal cancer data, with code and datasets for educational purposes.

Reproducibility Of Parameter Learning With Missing Observations in Naive Wnt Bayesian Network Trained on Normal/Adenomas Samples and Doxycycline Treated LS174T Cell Lines

This paper tests the reproducibility of parameter learning and predictions in a Naive Bayesian Network for Wnt signaling with missing observations using doxycycline-treated cell lines and tumor samples.