24/10/1402
Introducing an innovative algorithm based on the abilities of the human perception system towards profiling similarity search of drugs and drug-like compounds such as fluoxetine
Abstract
The current research had been finalized based on the employing interdisciplinary aspects in addition to utilizing skills of cheminformatics in addition to psychosomatic facts towards introducing the innovative Translator Machine System (TMS-CH) for converting small molecule structures to melodic composition and image color combination on the subject of completing inventive pattern and process for chemical structure similarity search. The percentage of true answers for the entire tests among 200 participants confirmed the ability of the proposed TMS-CH system for evaluating the matching level between tested structures. The perception of chemical structures via visual and auditory representations by bio-mimicking human systems during the current investigation could be an efficient strategy to develop findings related to ligand-based similarity search methods.