Sanitize It Yourself: human-based sanitization checker against machine-generated chemical structures

13 September 2021, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Many computer-aided drug design (CADD) methods using deep learning have recently been proposed to explore the chemical space toward novel scaffolds efficiently. However, there is a tradeoff between the ease of generating novel structures and the chemical feasibility of structural formulas. To overcome the limitations of computational filtering, we have implemented a web application that allows easy compound sanitization by humans. The application is available at https://sanitizer.chemical.space/.

Keywords

CADD
GAN
Chemical Space
chemical structure sanitization
Human Computation

Supplementary weblinks

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