Assistant Professor at Department of Computer Science and Information Technology
Institute for Advanced Studies in Basic Sciences (IASBS), Zanjan, Iran
+98 24 3315 3374
Institute for Advanced Studies in Basic Sciences (IASBS), No. 444, Prof. Yousef Sobouti Blvd., Zanjan 45137-66731, Iran
The International Conference on Contemporary Issues In Data Science
March 5-8, 2019
Institute for Advanced Studies in Basic Sciences (IASBS)
We use ADNI and PPMI data in order to develope probabilistic models for progression of Alzhimer and Parkinson disease. This is a project in collaboration with Algorithmic Bioinformatics group, BIT center, University of Bonn, Germany.
Inference of Biological Networks (such as gene regulatory networks or protein-protein interaction networks) is a fundamental research in Bioinformatics. In this project we use Bayesian Inference to infer gene regulatory networks from gene expression data. Since learning the posterior over the distribution of network structure and parameters is not computationally feasible, we use sampling methods such as mcmc for this task.
This is a project in collaboration with Mehraneh charity in order to assist their cancer early prognosis activities. A team of undergraduate students from IASBS are envolved in the software implementation. The background knowledge behind design of this software system comes from a 6-month study of cancer registry piplelines around the world by a team of medical students at Medical University of Zanjan.