Genetic programming for human oral bioavailability of drugs

@inproceedings{Archetti2006GeneticPF,
  title={Genetic programming for human oral bioavailability of drugs},
  author={Francesco Archetti and Stefano Lanzeni and Enza Messina and Leonardo Vanneschi},
  booktitle={GECCO},
  year={2006}
}
Automatically assessing the value of bioavailability from the chemical structure of a molecule is a very important issue in biomedicine and pharmacology. In this paper, we present an empirical study of some well known Machine Learning techniques, including various versions of Genetic Programming, which have been trained to this aim using a dataset of molecules with known bioavailability. Genetic Programming has proven the most promising technique among the ones that have been considered both… CONTINUE READING