TOOLS
aiSysMet is an AI-powered data analytics platform that consists of three tools (MetCraft, MetaboQuest, and IntSys) for biomarker discovery by enabling systems metabolomics and integrative analysis of multi-omics and imaging data.
MetCraft converts raw metabolomics data for annotation and quantitative analysis. It also performs omics data processing including normalization, missing value imputation, batch correction, etc.
MetaboQuest uses databases for metabolite annotation by mass-based search and spectral matching. It also applies deep learning models for ranking putative metabolite candidates based on mass spectrometric data.
IntSys performs integrative analysis of multi-omics and imaging data for biomarker selection by using statistical, machine learning, and generative AI methods.
