Artificial Intelligence Expert
Artificial Intelligence Expert (AIE) is a spin-off of SAIA NGO, a research organization that has developed a universal AI platform over 15 years, capable of extracting highly accurate predictive models from omics data for diagnosis, prognosis, and treatment response. In OPADE, AIE will integrate its platform with its partners’ solutions to meet the project’s AI requirements.
AIE will lead the multi-omics analyses to reveal associations between patients’ microbiome, immune-profile linked epigenome, metabolome, enzyme profiles, and the efficacy of selected anti-depressants in MDD in teenagers and young adults. The team will develop an AI-powered predictive tool to guide psychiatrists/GPs in selecting the most effective anti-depressants for individual patients. The project’s goals will be framed as Data Science problems in collaboration with the biomedical partners.
Automated bioinformatics pipelines will be used to pre-process molecular data and transform it for AI/ML algorithms. Robotic Process Automation will generate the required input-output pairs. AIE will employ Explainable AI (XAI) to make models’ predictions transparent and easily understandable by biomedical teams, and transform predictive rules into prescriptive recommendations. Specialized statistical and AI/ML methods will be used for time-series data and signals. This platform will revolutionize research in the field