Machine learning-assisted search for novel coagulants: when machine learning can be efficient even if data availability is low

Andrij Rovenchak, Maksym Druchok

Design of new drugs is a challenging process: a candidate molecule should satisfy multiple conditions to act properly and make the least side-effect -- perfect candidates selective…