Publications by Abhishek Garg | EPFL Graph Search

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Personalized therapy requires accurate and frequent monitoring of drugs metabolic response in living organisms during drug treatments. In case of high risk side effects, e.g. therapies with interfering anti-cancer molecules cocktails, direct monitoring of ...

We consider computationally reconstructing gene regulatory networks on top of the binary abstraction of gene expression state information. Unlike previous Boolean network approaches, the proposed method does not handle noisy gene expression values directly ...

In silico modeling of Gene Regulatory Networks (GRN) has recently aroused a lot of interest in the biological community for modeling and understanding complex pathways. Boolean Networks (BN) are a common modeling tool for in silico dynamic analysis of such ...

In silico modeling of gene regulatory networks has gained some momentum recently due to increased interest in analyzing the dynamics of biological systems. This has been further facilitated by the increasing availability of experimental data on gene–gene, ...

Abhishek Garg

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Dynamical Spot Queries to Improve Specificity in P450s based Multi-Drugs Monitoring

Exploiting Binary Abstractions in Deciphering Gene Interactions

Implicit Methods for Probabilistic Modeling of Gene Reglatory Networks

Synchronous versus asynchronous modeling of gene regulatory networks