Aggregation enhanced fluorescence and Raman signals for highly sensitive cancer detection

•Aggregation-induced emission and aggregation-related surface-enhanced Raman scattering technologies in cancer detection are reviewed.•Two strategies of target-driven aggregation and aggregated nanoprobes enabling biomarker detection are discussed.•Outlook and challenges of aggregation approaches are summarized.