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Toxipred – Genotoxicity Prediction

Year: 2023·Role: Research team member

Screenshot of Toxipred genotoxicity prediction tool powered by machine learning

About the project

Toxipred is a set of freely available tools for predicting the phototoxicity and genotoxicity of chemical substances using machine learning. It was created as part of a research project at FIIT STU in collaboration with the research team.

The tools let researchers quickly estimate the toxicological properties of substances without immediate laboratory testing, and are publicly available on the faculty domain.

Highlights

  • Prediction of phototoxicity and genotoxicity of substances
  • Models built on machine learning
  • Freely available research tools
  • Result of collaboration with the FIIT STU research team

Technologies

PythonMachine Learningscikit-learnFlask

Screenshots

Toxipred – Genotoxicity Prediction | Kromka IT