Projektnummer

0071361

Zusammenfassung

The increased availability of large-scale medical and high-resolution(single-cell) multi-omics data increases the value and the need formachine learning and artificial intelligence (ML/AI) applicationspaving the path towards data-driven precision medicine. Yet, criticalquestions and challenges remain unanswered, such as how to effectivelyuse single-cell patient data in clinical research across sites,ensuring data protection and privacy, assessing the generalizabilityand reliability of ML/AI applications, implementing these technologiesin real-world clinical settings, monitoring model and data ...