Shinyscreen has been applied in several studies. Shinyscreen was used in a study investigating pesticides and their transformation products (TPs) in Luxembourgish waters . By enabling targeted and nontargeted analysis of HRMS data, Shinyscreen facilitated the discovery and characterization of contaminants, showcasing its utility in environmental cheminformatics workflows. Similarly, it was utilized to study the occurrence and distribution of pharmaceuticals and their TPs in surface waters , highlighting its capacity for processing complex environmental datasets and supporting public health research. In addition, Shinyscreen has been used in adding open spectral data (5546 records) to public databases with high-quality mass spectra . This includes contributions to resources such as MassBank and PubChem, enabling improved compound annotation for non-targeted exposomics of chemical mixtures. These efforts support global initiatives for open data sharing and enhance the reproducibility of non-targeted analytical workflows.