An Investigation of Hepatitis B Virus Genome using Markov Models

no code implementations • 12 Nov 2023 • Khadijeh, Jahanian, Elnaz Shalbafian, Morteza Saberi, Roohallah Alizadehsani, Iman Dehzangi

Our analyses reveal that either APOBEC3 enzymes are not active against HBV, or the induction of G-to-A mutations by these enzymes is not sequence context-dependent in the HBV genome.

Revolutionizing Genomics with Reinforcement Learning Techniques

no code implementations • 26 Feb 2023 • Mohsen Karami, Roohallah Alizadehsani, Khadijeh, Jahanian, Ahmadreza Argha, Iman Dehzangi, Hamid Alinejad-Rokny

In recent years, Reinforcement Learning (RL) has emerged as a powerful tool for solving a wide range of problems, including decision-making and genomics.

Decision Making reinforcement-learning +1